Her voice caught in her throat as she read the online news story. Her meticulously researched piece, published under another author's name. A burning sensation flared in her chest. Her breath hitched.

She stood abruptly, pacing the small apartment. She felt an overwhelming urge to run, to hide from the world. The thought of the public humiliation, the professional setback, sent shivers down her spine.

She picked up her phone, but hesitated. The thought of making the call, of confronting the person who had stolen her work, filled her with a profound reluctance. She stared at the screen, a sense of helplessness washing over her.

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