The house felt too big, too silent, the space amplifying the ache within. She found herself in the kitchen, staring at the chipped teacup on the counter, the one her grandmother had always used. Her sister, Lily, was outside, inspecting the garden, her face lit with a smile. It was easy for her.

She picked up the cup, her fingers tracing the faded floral pattern. Her breath hitched. The silence seemed to press in on her, suffocating. She couldn’t stay here. Not like this.

She set the cup back down, the delicate clink echoing in the room. She needed to leave, to get away.

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