The radio blared from the open door of the bakery. Amelia's hands, usually steady and graceful, fumbled with her apron strings. She listened to the announcer gush about the "newly discovered" recipe for her famous Lavender Shortbread. It was *her* recipe.

She wanted to scream, to lash out, but the words seemed trapped in her throat. Her body felt rigid, her muscles tight. She felt a growing pressure in her head, like a vise was tightening. She needed to be somewhere else, anywhere else, away from the sound of the radio and the lies it was spreading.

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