He tried to focus on his chemistry textbook, but the words danced on the page, refusing to make sense. His heart hammered against his ribs, a frantic, irregular rhythm. The college closing… it was a nightmare. A horrible, tangible nightmare.

He pushed his chair back from the desk, unable to sit still. He walked to the window, the familiar view of the campus suddenly alien. His hands felt cold, even though the room was warm. He pressed his forehead against the glass, the cold surface a welcome sensation against his fevered skin.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293