The cage was huge. Within it were two ferrets, darting this way and that. The smell was already… pungent. His roommate, Jessica, was kneeling beside the cage, her face lit with joy.

He felt a deep, unsettling uneasiness bloom in his gut. The thought of the constant cleaning, the potential for chewed wires, the sleepless nights, all converged into an overwhelming dread.

"Aren't they adorable, Alex?" Jessica asked. He took a step back, needing to put distance between himself and the creatures. His breathing grew shallow. He felt trapped.

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