He wandered aimlessly through the campus, the accusation a constant, gnawing presence in his mind. The vibrant colors of the autumn leaves seemed muted, the laughter of other students hollow and distant. He felt cut off, adrift. He hunched his shoulders, trying to make himself smaller, less visible.

He avoided eye contact, afraid of the judgments he imagined lurking in every gaze. His appetite had vanished. Even the thought of eating made him feel sick. He kept replaying the events, desperately searching for a way to rewrite them, to change the outcome.

He found himself sitting on a bench near the fountain, watching the water cascade. Tears welled up in his eyes, blurring the scene. He buried his face in his hands, unable to stem the tide of emotions.

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