He tried to act unaffected, but I saw the tremor in his hand as he sipped his coffee. The local historian, his face grave, had just revealed the truth about the house. He described it as a place of violence. I saw him swallow hard, his Adam's apple bobbing.

The familiar, comfortable living room suddenly felt alien. The plush sofa where we usually relaxed now seemed to loom, menacing. I watched him, searching his face, looking for reassurance. But his eyes were wide, and his gaze darted around the room.

He stood up abruptly, pacing restlessly. The silence in the room was palpable, punctuated only by his agitated footsteps. “I… I need some air,” he finally said, his voice strained. I knew, with a certainty that chilled me, that we wouldn't sleep well tonight.

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