The coffee cup slipped from Clara’s grasp, shattering on the tile floor. The sound, sharp and brittle, was a perfect echo of the feeling inside her. Dr. Chen, her advisor, her mentor, had accepted a position at a university in another country. The announcement, delivered with a polite smile, felt like a physical blow.

Her hands shook as she attempted to gather the shards. Her carefully constructed research plan, her meticulously crafted arguments, suddenly felt fragile, threatened. Every accomplishment seemed to disintegrate, the years of work amounting to nothing.

The air in the lab grew heavy, the scent of chemicals and stale coffee suddenly cloying. She found herself unable to meet Dr. Chen's eyes. The world seemed to tilt on its axis. The entire universe felt askew.

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