"A hamster, Mark. A tiny, adorable hamster!" Chloe's words were a cheerful battering ram against Mark's carefully constructed peace. He felt his pulse accelerate. The quiet of the apartment, usually a comfort, now seemed to amplify the threat. He rubbed his temples, a headache blooming behind his eyes.

He imagined the incessant wheel-spinning, the late-night scurrying, the potential for escaped rodents. His breath caught in his throat.

"Chloe," he said, his voice strained, "we have… responsibilities. Work. Life." He felt the blood draining from his face. This was not the life he had envisioned. Not at all.

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