"This place needs a *thorough* cleaning," Robert announced, waving a hand dismissively at the faded wallpaper. His sister, Carol, stood silently in the doorway, a dustcloth clutched in her hand.

She'd been the one to nurse their grandmother through her final illness, to spend countless hours at her bedside. Robert, in contrast, had been… occupied. Now, he was the one dictating what needed to be done.

He didn't see the exhaustion etched on her face, the quiet weariness in her posture. He didn't notice the tremor in her voice as she asked him to move out of the way.

He started listing all the things that he thought needed to be done. He felt a smug satisfaction and, at the same time, a sense of guilt as Carol, still silent, continued to wipe down the windowsill.

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