The pristine white walls of the art gallery now seemed to close in, trapping Liam. He listened, his breath catching in his throat, as another man, also claiming to be James’s “best friend”, described a secret trip to the coast – a trip he, Liam, thought was exclusively theirs. He felt a burning sensation in his throat, a desire to scream that was quickly suppressed. The carefully curated art on the walls blurred, the colors bleeding together. Liam's hand instinctively flew to his chest, as though protecting himself.

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