He found the note taped to his door. It was handwritten, scrawled, and anonymous. It read, “Quiet down, you’re making too much noise.” John felt a jolt of shock, then anger. But then, a creeping unease.

He wasn't sure what noise the note was referring to. He wasn't even home that much. He turned the note over and over in his hands, examining it. The handwriting was unfamiliar.

He went inside and locked the deadbolt. He checked the windows. He double-checked the locks. He glanced at the curtains. He was no longer safe. The feeling settled deep in his stomach.

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