"We need to be more frugal, honey," Martha had declared just last week, as she poured over the grocery bills. Robert had nodded, understanding. Now, the statement – a paper he'd found on the desk – told a different story. A second mortgage. A hefty one.

His chest constricted. He felt the blood draining from his face. He’d confided in her about his struggles. He had trusted her. The carefully constructed facade of their life, of their shared struggles, crumbled around him.

He slammed the door of the study a little too hard. He couldn't concentrate. He sat there for a long time, staring out the window, at the neatly manicured lawn, the meticulously planned garden. He knew that the only thing he wanted to do was drive away.

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