The radio crackled to life in the cab. A cheerful jingle began, and then, a recognizable lyric. Amelia slumped back against the seat, her breath catching in her throat. The voice, a bland, uninspired imitation, was singing *her* song, the one she'd slaved over for months. The arrangement was stripped down, the lyrics flattened, and the original spark was gone. The city lights blurred through her watery eyes. She fumbled for the radio dial, but her fingers refused to cooperate. She felt a cold dread seep through her, the kind that promised something terrible.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. 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 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244