She slammed the laptop shut, the sudden noise echoing in the silent apartment. Her knuckles were white, gripping the edge of the device. A wave of nausea washed over her. It couldn't be. All that time, all those late nights, the countless failures and triumphs, all rendered… irrelevant?

She paced the length of her tiny living room, her steps quick and erratic. The blueprints, previously a source of pride, now seemed to leer at her from the coffee table. Her stomach churned. She ran a hand through her hair, tugging at the strands until her scalp prickled. It felt like she was trapped in a nightmare.

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