From the moment the elevator shuddered to a halt, Michael felt a knot tighten in his gut. The silence was the worst. It was as if the world outside had ceased to exist. He pressed the button for the lobby again, the same useless red light blinking back at him. He felt his pulse quicken.

Across from him, Jessica, usually so chatty, was unusually quiet. He noticed her fidgeting, her fingers tracing invisible patterns on her skirt. He knew she hated enclosed spaces; she had mentioned it once during a coffee break.

He cleared his throat. "They'll be here soon," he said, trying to project a confidence he didn't feel. He felt a cold sweat break out on his palms. He ran his hand over his face. He felt confined, trapped, the walls closing in. He needed to get out. Now.

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