The assessment form was on the desk. He stared at the questions, his eyes skipping over the words like stones across a pond. He’d been told to be honest, to open up, to share his deepest struggles. But the thought of doing that with *him* – with the person who had contributed to so many of those struggles – made his fingers clench.

He re-read the first question: "Describe your childhood." The words blurred before his eyes. He felt a wave of dizziness wash over him. The room seemed to shrink, the walls closing in. He dropped his pen, the sound echoing in the sudden silence.

He forced himself to take a deep breath. He should finish this. He had to. He reached for the pen again, but his hand trembled so violently he could barely hold it. He felt the familiar weight of dread, the same pressure he remembered feeling when confronted in the halls.

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