The email sat in Amelia’s inbox, glowing with the malevolent promise of a bad day. She hesitated, her fingers hovering over the mouse. It detailed the similarities between her short story, "Echoes in the Valley," and a chapter in Ethan Blackwood's newest novel, "Crimson Rivers." Her stomach churned.

She clicked. The comparison document opened, each blatant parallel highlighted in jarring red. A tremor ran through her, leaving her suddenly chilled despite the warmth of the afternoon sun streaming through her window. She felt a need to pace. She needed to move, to do something, anything to quell the mounting pressure in her chest.

Amelia ran her hand through her hair, then back and forth, several times. Ethan Blackwood. Her idol. A fraud. The realization left her feeling sickened, her world tilted. She stared at the screen, unable to look away, as if the words themselves were a threat. The air around her felt thick, difficult to breathe.

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