The tiny, cluttered space suddenly felt suffocating. Sarah pressed her back against the wall, trying to create distance between herself and the glittering display case. The ring. It was unmistakable. The ruby, the setting, everything was exactly as she remembered. She felt a wave of nausea wash over her.

“Anything I can help you with, miss?” The shopkeeper’s words echoed in her ears, each syllable a hammer blow. Her vision blurred, and she struggled to maintain her composure.

“No, no, thank you,” she managed, her voice barely audible. She wanted to run, to flee this place and the unsettling feeling that had taken hold of her. She took a step back, then another, backing towards the door.

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