Michael stared at the manuscript, its title a mocking echo of their life: "Two Hearts, One Lie." His stomach churned. He’d stumbled upon it while looking for a recipe. Emily, his Emily, described as a manipulative, cold woman, using him for his money. He felt a wave of nausea, the room blurring around him.

He reread the passage describing their first date, twisted and distorted. He squeezed his eyes shut, trying to fight back the rising tide of… something unpleasant. He wanted to scream. He wanted to throw the laptop across the room. Instead, he slowly, deliberately, closed the file and put the computer away. He’d wait for her to come home.

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