He was leaning back in his chair, smiling, when he said, "Camp Silver Creek. Remember that place?" Michael’s casual mention made Emily's stomach clench.

She blinked, surprised by the intensity of her reaction. She felt a sudden urge to get up and leave, to escape the easy familiarity in his voice.

“I was a lifeguard,” he continued, oblivious. She found herself fiddling with her pen, her fingers clumsy and unresponsive. She needed to say something, anything, but the words were stuck in her throat.

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