He couldn't sleep. The clock on the bedside table glared at him: 3:17 AM. It had been three days since the job interviews, and Mark was still replaying every conversation, every question, every answer. He tossed and turned, the crisp sheets twisting around him. He'd thought he had it. He thought he had the edge.

He remembered the smug look on Ben’s face when they’d left the building. The casual handshake, the confident “Good luck, buddy.” The memory burned. Mark punched his pillow, a frustrated growl escaping his lips. He was in deep trouble if Ben was hired. His whole financial future hung in the balance.

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