The aroma of freshly baked bread, usually comforting, was now a source of irritation. Across the kitchen table sat a man named George, beaming. He was talking about a romantic weekend he'd just had with “Megan.” A weekend he had spent with the woman he introduced to her as "Laura".

A sense of weight pressed down on Laura's chest. She wanted to interrupt, to yell, but a strange paralysis held her back. The cheerful atmosphere seemed to be mocking her. She picked at a loose thread on the tablecloth, her fingers trembling.

"And... the chocolates? Did... did you like the chocolates?" Laura asked, her voice strained, hoping for some sort of validation.

George looked confused. "Chocolates? No, I don't think so."

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