The phone rang. It was the building manager. "We've had a complaint," the manager said. "About the noise." He had always tried to be respectful of the neighbors. He’d never even had a party.

A knot formed in his stomach. He tried to speak, but the words caught in his throat. He had no clue what they were talking about. He could feel heat creeping up his neck.

He hung up the phone and slumped onto his couch. He suddenly felt exposed, vulnerable. Was he being targeted? He was sure someone was out to get him. He just knew it.

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