"Honey, could you pick up some milk?" Clara called from the bedroom. David, humming as he reorganized the pantry, felt a wave of... something… wash over him. He knew where the milk money came from. He'd just been checking their joint account balance. Her "secret stash" of thousands.

He closed the pantry door with a little too much force. He went through the motions of getting ready, but everything felt off. He kept replaying her casual remarks about needing a new sofa, about wanting to upgrade the car. They'd always agreed on a budget. Always.

As he walked down the street, he kicked a pebble along the sidewalk. He realized he was deliberately delaying. He hated the thought of seeing her, of having to pretend everything was normal.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217