The text message arrived like a punch to the gut. "Congrats! Your essay is an example!" Maya felt a sudden, sharp pain in her temples. The phone slipped from her grasp and clattered to the floor, her hands going numb.

Her breath came in shallow, rapid bursts. She felt an overwhelming sense of exposure, as though she were standing naked in a crowded room. The essay, her vulnerability, was now a commodity. She felt a deep, instinctive urge to hide.

Maya picked up the phone, her fingers fumbling with the screen. She tried to swallow, but her throat felt tight, constricted. She wanted to scream, to erase everything, to rewind time and undo her decision to apply. Instead, she just stared at the message, paralyzed by the feeling of being completely and utterly on display.

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