Liam stared at the dog-eared pages of the novel, his fingers trembling. He hadn't known Maya, his wife, possessed this kind of imagination, or this specific kind of venom. In the book, he was a hapless fool, always being tricked. His stomach churned. He felt a leaden weight settle in his gut.

He threw the book against the wall, the flimsy paper fluttering for a moment before landing on the floor. He ran a hand through his hair, then paced the small living room. The afternoon sunlight streaming through the window seemed mocking. How could she depict him so poorly? He felt profoundly wounded.

The front door slammed. Maya was home. He froze, his breath catching in his throat.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210