The stamp collection was his pride and joy, a world of history and beauty in a series of tiny squares. His son, Ben, now saw them as a means to an end, ripping them off their pages and using them to decorate his drawings, or worse, tearing them up in frustration. He stood in the study, his face pale, watching Ben crumple a rare inverted Jenny. His stomach lurched, and he felt a cold dread creeping into his bones. His legs felt shaky; he grasped the edge of his desk for support as the child, oblivious, moved on to the next victim.

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