The room seemed to spin, colors blurring into a kaleidoscopic mess. Sarah’s carefully applied makeup felt like a mask, heavy and uncomfortable on her face. Seeing Ben, laughing with a group of friends, the way he always had, sent a jolt of pure, unadulterated pain through her.

She excused herself from her current conversation, a clumsy phrase about needing some air escaping her lips. She maneuvered through the throng of people, a sudden tightness in her chest making it difficult to breathe. She found herself outside, leaning against the cool brick wall of the building.

The night air offered little solace. She wanted to scream.

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