The announcement crackled over the PA system during Professor Davies’ lecture. Amelia went still, her pen clattering to the desk. The professor’s words, usually so captivating, became a meaningless drone. She felt a sudden lightness in her head, as if she were floating.

Her heart hammered against her ribs, a frantic rhythm against the quiet classroom. She struggled to focus on the professor, but the words blurred, replaced by a buzzing static that filled her ears. She felt a growing pressure inside her skull.

Amelia slipped out of the lecture, ignoring the curious glances. Outside, the campus felt alien, the familiar paths suddenly unfamiliar. She walked, mindlessly, towards the edge of the campus, feeling the world shift beneath her feet.

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