The envelope felt heavy in her hand, like a brick. She squeezed it, the paper crinkling under her grip. Her pulse hammered in her ears, a frantic rhythm against the quiet of the library. It had to be here, in the cold, institutional silence.

She took a shaky breath, the air feeling thin and unsatisfying. Her fingers fumbled with the clasp. The paper inside was crisp and sharp-edged. Her eyes darted across the page, seeking a reason, any reason, for the impending blow.

She closed her eyes for a moment, the scent of old books and dust filling her nostrils. When she opened them, the words "regret to inform you" seemed to leap out at her. Her chest felt constricted, as if a hand had reached inside and was squeezing her heart. She sank back into the chair, the library suddenly a prison.

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