The restaurant was packed. Liam stared at the wallet, his fingers tracing the embossed initials on the leather. The sudden discovery had knocked the breath from his lungs. He was suddenly overly conscious of the clatter of silverware, the murmur of conversations, the bright, intrusive music.

His stomach clenched. He felt as if everyone was watching him. Every glance in his direction seemed to hold a hidden accusation. He felt a deep, uncomfortable pressure in his chest. What if the owner was someone important, someone dangerous?

He stood, attempting to appear casual, and walked towards the exit, his hand gripping the wallet hidden in his jacket pocket. He told the waiter he felt sick, and paid for his meal. He needed to go. He needed to be alone.

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