The renovation crew had left, leaving dust motes dancing in the weak sunlight filtering through the grimy windows. They’d called her "particular," a word that always felt like a velvet glove around a fist. The whole experience, from the architects’ condescending smiles to the contractor's constant delays, had left a bitter taste in her mouth. Every inspection, every suggestion was met with, "Are you sure?" as if she were a child.

She circled the living room, feeling a wave of fury wash over her. She ran her hand along a wall, which felt different. Cold. Smooth. It shouldn’t be. She pushed. There was a give. A hidden 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