The thought of it made me physically ill. Mrs. Hawthorne. My face flushed, my chest constricted. I'd spent years trying to forget the woman, and now, my daughter was going to be under her charge.

I suddenly felt intensely vulnerable, as if all my past misdeeds were etched on my face, visible for everyone to see. My legs were like lead, heavy and unwilling. I desperately wanted to run away.

My daughter, Sarah, was talking a mile a minute about school supplies. I could barely hear her over the frantic pounding of my heart. I wanted to tell her we couldn't go, but the words wouldn’t come.

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