The key, cold and heavy in her hand, felt like a betrayal. Amelia walked slowly through each room, lingering, touching. She ran her hand along the chipped paint on the window frame, a small, insignificant imperfection that held a universe of memories. The air in the house seemed to press down on her, heavy and suffocating.

She felt a hollowness inside her, a gaping void where joy had once resided. The silence felt so loud now. She noticed how the light streamed through the windows, illuminating dust motes dancing in the air. The sun was going down.

Her legs felt weak. She sank into the worn armchair in the living room, feeling utterly desolate.

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