The phone vibrated. A notification. Her breath caught in her throat. This was it. The moment of truth. She hesitated, a strange paralysis seizing her. It buzzed again, insistent. She swiped it open, and the message popped up, the words blurring before her eyes.

A wave of heat crashed over her. She felt like she was drowning, the world shrinking, closing in. She sank into the worn armchair, the floral print suddenly suffocating.

She gripped the armrests so hard her knuckles turned white. Her jaw tightened. Her eyes flicked around the familiar room as if searching for an escape route, but there was nowhere to go.

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