The sterile smell of the hospital corridor intensified as David walked toward the patient information desk. His palms were clammy, his steps hesitant. He clutched the email, the words blurred now from the moisture. He felt like he was wading through thick mud.

He swallowed hard, trying to appear composed, but his jaw clenched involuntarily. The young woman at the desk looked up, her expression friendly, but David's mind was a battlefield. He struggled to maintain eye contact.

"I need to speak with someone about my records," he managed, his voice a shaky whisper. The weight of potential mistakes pressed down on him, a crushing burden he could barely bear.

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