The review sat on the pristine white counter, a stark black rectangle amidst the gleaming stainless steel. Chef Antoine stared at it, the words blurring despite his normally sharp vision. His hands trembled as he reached for the steaming pot on the stove, nearly dropping the ladle. The sauce, usually a rich, vibrant crimson, suddenly looked dull and lifeless. He felt a sudden, heavy pressure in his chest. His usually steady breath hitched. "No," he whispered, the sound barely audible over the hiss of the pan.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217