“Just be yourself,” her sister had said, with infuriating simplicity. Easier said than done. Liam practiced in front of the bathroom mirror, the words catching in his throat, his face flushing crimson with each attempt.

He felt a strong urge to escape, to disappear into the anonymity of the crowd. He glanced at his reflection and saw a stranger, a tense and anxious figure. He was supposed to be the one to give the speech.

Suddenly, he felt a wave of nausea, and had to quickly sit down. The thought of all those eyes on him, listening, judging, was overwhelming. His throat closed. He felt trapped.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309