The room seemed to spin. The email’s subject line, “Project Overlap,” was now etched in his mind, forever. He scrolled through the attached documents, each line, each paragraph, a hammer blow to his gut. The shared project was more than just a coincidence. It was a complete carbon copy.

He felt a wave of nausea, a churning in his stomach that threatened to overwhelm him. He pushed away from his desk, the chair screeching against the floor. He needed to move, to do something, anything, to break free from this suffocating reality. He paced, his steps heavy and uncertain.

He reached for his phone, and fumbled for a number. His mouth moved, but no sound came out.

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