He adjusted his tie, the knot suddenly feeling too tight. The air in the ballroom seemed thin, making it difficult to breathe. His father, seated beside his mother, seemed to radiate a quiet contentment. He felt a stab of something akin to jealousy.

He’d avoided this for weeks, the planning, the anticipation. Now, faced with the reality of it, a wave of nausea washed over him. He felt exposed, vulnerable. His childhood memories, usually filed away, resurfaced, sharp and vivid.

He began the speech, his voice barely a whisper. He talked about his father's dedication, his unwavering commitment. But the words felt hollow, inadequate. He longed to be back in his car, driving, anything but here. He quickly retreated to his table.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
ness0.304
😞0.282
πŸ˜₯0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242