"Recently renovated throughout," the listing boasted, showcasing sleek, modern interiors. His stomach twisted into a knot. The house, his childhood sanctuary, had been reduced to a commodity, a fixer-upper. He'd poured his heart into that house, helping his dad with projects. He'd helped his mum with the gardening.

He found himself wanting to call his parents. He knew that it wasn't a choice that they'd made, but it still felt like a betrayal. He felt his face heat up. It took him a while to calm down.

He slammed his fist against his desk. He got up and started cleaning, scrubbing surfaces until his hands ached, trying to make some physical task take over the buzzing in his head. Then he sat down in the dark.

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