The vibrant colors of the restaurant seemed to dim under the shadow of the review. The staff watched Chef Amelia as she moved amongst them, her shoulders rigid, her steps quick and jerky. "Overcooked," the critic had written, a phrase that now haunted her. She avoided eye contact. She couldn’t bring herself to taste any of the dishes, the thought of them triggering a wave of nausea. A sense of vulnerability had overtaken her. She longed to retreat, to hide from the judgment.

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