"So, Mr. Johnson, can you explain this?" The stern voice of the ethics committee chairman echoed in the sterile room. David’s pulse hammered in his ears. He was desperate to look anywhere other than at the documents laid out before him. The accusations felt like a physical assault, a brutal accusation of character.

He forced himself to meet the chairman's gaze, but the words wouldn't come. He fumbled with his hands, picking at the loose threads of his jeans. His throat constricted, making it impossible to form a coherent sentence. He could feel a hot flush spreading across his neck, and he was acutely aware of the judgmental stares of the committee members. It was a suffocating sensation.

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