He stared at the invitation, the glossy photo of the school gymnasium a mocking reminder of his former self. His mouth felt dry. The date, circled in red marker, burned into his memory. He didn't want to go.

He paced the confines of his small apartment, restless energy thrumming through him. He found himself picking at the peeling paint on the window frame, a nervous habit he'd adopted years ago. He had a reputation to uphold. He had built up a persona, a wall. To go back would shatter it.

The thought of facing his classmates, of being seen, judged, and dissected, sent shivers down his spine. The past was a minefield, filled with memories he'd tried so hard to forget. He felt a desperate need to disappear, to evade this looming specter of the past. He ran a hand through his hair, the gesture frantic.

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