The smell of model glue used to be a comfort. Now, it was a constant reminder. Mark had built his ship collection painstakingly, each hull and mast a testament to patience and precision. His son, Leo, had initially shown polite interest. Now, the boy was like a whirlwind, snatching pieces, dropping them, and attempting to 'upgrade' the ships with crude paint strokes and mismatched parts from other kits. Mark stood frozen in the workshop doorway, watching Leo try to glue a cannon onto the top of the HMS Victory. A flush rose in his cheeks and a tight knot formed in his stomach. He felt a sudden, desperate urge to flee the room, to escape the encroaching chaos.

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