The drive to the office was a blur. Every landmark, every familiar street, seemed to morph into a memory of taunts and ridicule. Her palms were slick with sweat, and she gripped the steering wheel so tightly her fingers ached.

She pulled into the parking lot, the asphalt radiating heat. She sat there, engine idling, her chest tight. The building loomed before her, a dark monolith casting a long shadow.

The thought of facing him again, of being vulnerable, made her physically ill.

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