The slow descent into panic began subtly for Carol. It started with a twitch in her eye, a tightening in her jaw. The elevator had stopped, of course, but that didn’t usually bother her. It was the waiting that did.

She watched as her colleague, Paul, began to tap his foot, a nervous staccato rhythm against the metal floor. She felt her chest tighten as she observed it. He was usually so calm, so collected. Now, he seemed as agitated as she felt.

"They'll be here soon," he said, his voice a little too high. He swallowed hard, then started to pace. She took a deep breath, trying to calm her racing heart. She felt a mounting sense of dread.

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