“Well, well, well,” Mr. Thompson said, his voice laced with a familiarity that made Arthur’s stomach clench. He had dreaded this moment. He remembered Mr. Thompson’s lectures, his disdain, his disappointment.

He watched his son, Leo, chat with Mr. Thompson, and the sight was almost unbearable. He felt a knot tighten in his gut. The cheerful colors of the classroom seemed to mock him.

He was terrified that his son would go through the same things he went through. Every word from Mr. Thompson echoed with the ghosts of past failures. He longed to take his son's hand and pull him away.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314