Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She clutched the realtor's paperwork, the glossy pages slick with a dampness that had nothing to do with the weather. Her stomach churned. The phrase, "historical interest," now seemed to mock her. A history she hadn't wanted, a history of blood and shadows, now staining the very foundations of her home. She slammed the documents onto the kitchen counter, the sound echoing in the sudden quiet of her meticulously decorated space.

Amelia paced the living room, her hands repeatedly smoothing down the sofa cushions. The floral print, once cheerful, now appeared garish, a visual assault. She saw every stain, every imperfect seam. How could she possibly enjoy a movie night on that sofa ever again? The thought was physically painful. She picked up a framed photograph of her family, her fingers tracing the smiling faces. This was supposed to be their sanctuary.

The air felt thick, heavy, as though the very walls were holding their breath. She ran a hand through her hair, tugging at the strands, a physical release for the storm brewing inside her. The knowledge of what had happened here, the violence, the despair, it was a cold, constricting presence in her chest, suffocating the joy she’d felt only hours earlier.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🀩-0.210