The decision loomed, a shadow over the sunny afternoon. Two parties for the same evening: a lively dance club get-together hosted by her sister, and a peaceful stargazing event, planned by her book club. A tremor ran through her.

She pictured the dance club: the flashing lights, the pounding bass, the pressure to move and be seen. The very thought made her palms perspire. She felt cornered.

The stargazing event, with its quiet intimacy, did not seem much better. She would have to talk, to connect, and risk exposure, to risk not being good enough. She needed to breathe, but her chest felt locked.

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