The air grew thin, making James struggle to breathe. He stared, transfixed, at the ring. His grandfather’s ring, his grandmother’s, lost after she went to the hospital. How did it end up here? The shop seemed to shrink around him, the walls closing in.

“That’s a classic,” the shop owner said, breaking the silence. James jumped, startled. He felt a sudden chill, a sense of foreboding.

"I… I need to see it," he said, his voice strained and tight. The shopkeeper’s eyes narrowed, studying him. James felt a tremor run through him, a feeling of unease that threatened to overwhelm him.

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