The stale, recycled air in the elevator felt stifling to Jake. He started to sweat, even though the temperature seemed reasonable. The lights flickered again, and the shadows danced in the small box.

He glanced at Maria, his coworker. She was chewing her lip, her eyes darting around the small space. He had never seen her like this. She usually had a ready smile. Now, she looked as though she might be sick.

"Everything will be fine," he said, the words sounding hollow even to his own ears. He felt his own pulse quicken. He needed to get out of there. He needed air. He felt a sense of panic rising within 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