The sunset cast long shadows across the living room as James fiddled with the television remote. He was waiting for Lena to come home, but an unwelcome feeling had settled in his gut. A dull, heavy weight.

He'd overheard her whispering on the phone earlier. Something in Japanese, the language of his ancestors. He thought he recognized some words. His heart started thumping against his ribs.

She walked in, smiling, and asked him how his day had been. He responded, his voice shaky, "You were... speaking Japanese earlier?"

She paused, then her face went blank. He felt a wave of icy coldness creep up his spine. "Just… for work," she said quickly, her gaze flitting away.

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