The small, independent coffee shop was hosting an art show. Leo had never agreed to show his paintings. Never. He'd carefully kept them hidden, private. Now, there they were, on the walls, bathed in the soft, warm light.

His jaw clenched. He felt a sudden, sharp pain in his chest. The images – his deeply personal studies of urban decay – were completely out of context. He stood frozen at the entrance, his heart pounding a furious rhythm.

He spun around, nearly colliding with a stranger. “Excuse me,” he mumbled, and bolted out the door. The coffee shop, once a haven, now felt like a prison. He wanted to scream.

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