The sudden jolt had made Emily spill her coffee. The brown liquid stained the pristine floor of the elevator. She felt a rising heat in her chest. The elevator was stuck. She felt a wave of claustrophobia.

Her coworker, Bob, was usually a jokester. But now, he looked ashen, his usual jovial face replaced with a mask of quiet contemplation. He stared out the window, at the building’s interior.

"Are you okay?" she asked, her voice barely audible. He didn't respond. He simply ran a hand through his hair, his fingers digging into his scalp. She felt a shiver crawl down her spine. The enclosed space seemed to shrink.

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