The cage. It sat in the middle of the kitchen table, a monument to his roommate's recklessness. A parrot, squawking loudly and preening its feathers. The cacophony of the squawks hit him like a physical blow.

His head began to pound. He envisioned waking up to the incessant chatter, the mess, the destruction. His carefully constructed peace was gone. A tight, constricting sensation coiled around his chest.

"He's a great talker, Andrew!" His roommate, Michael, beamed, as the parrot let out another piercing cry. Andrew stumbled backward, away from the cage, away from the noise, wanting only to escape.

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