The air grew heavy. The faint smell of coffee and stale air became overpowering to Lisa, a sensation that had her heart pounding in her chest. She rubbed at her temples, trying to ward off the building pressure. She hated elevators, always had. This one seemed to be shrinking around her.

She watched, with growing unease, as John, usually the picture of stoicism, started pacing the small space. He kept muttering under his breath. He ran his hands through his hair, again and again.

“What’s happening?” she finally asked, her voice barely a whisper. He stopped pacing and looked at her, his eyes wide, his expression a mixture of dread and something else she couldn’t quite decipher. She felt a sudden wave of nausea wash over her. The button for the lobby. The light on it. It mocked her.

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