The crisp autumn air bit at Sarah’s exposed skin as she stood in the sunlit garden, holding the list. Her mother had always been a practical woman, but this list… it was a revelation. *Travel across Europe by train.* Sarah’s fingers, cold and numb, traced the words. The wind rustled through the leaves overhead, creating a nervous whisper in her ears.

The second item was manageable: *Learn to knit*. The next entry, though, had her vision blurring: *Go on a blind date*. Sarah felt a sudden pressure behind her eyes, the familiar weight of dread. The final entry, written with a shaky hand, caused her to feel weak in her knees: *Swim with dolphins*. She didn't want to know. She really, really didn't.

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