The sight of the woman approaching his gate, a trowel clutched in her hand, sent a wave of nausea through Thomas. She was offering help, she said. Unsolicited help. To grow vegetables.

He felt a knot tighten in his stomach. The thought of her presence, of her touching his soil, of her altering his carefully crafted landscape, was abhorrent. He wanted her gone. Now.

He mumbled a polite refusal, the words tasting sour on his tongue. He watched her face fall, and a perverse sense of satisfaction momentarily flooded him. He quickly retreated inside, bolting the door behind him, hoping her shadow was gone.

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