He stared at the perfectly polished hardwood floor, the gleam mocking his current state. He felt belittled by the banker who'd approved his loan. “Are you certain you can handle it?” the man had asked, his voice dripping with skepticism. As if he wasn't capable. As if he wasn't worthy. The whole purchase was a constant reminder of his financial limitations, of his place in the world. He kicked at a loose floorboard in the study.

It resisted, but eventually, yielded, revealing a small, dark space.

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