The argument had ended, but the echo of it reverberated through the apartment. Liam had flatly rejected the idea of getting a rabbit, citing the need for space and a 'clean environment'. The look on his face had been one of utter distaste. Now, the silence was broken only by the incessant ticking of the grandfather clock in the hallway.

He was right, of course. They lived in a shoebox. But the way he'd said it, the barely concealed disdain... it stung. She felt a burning sensation behind her eyes.

She busied herself, unnecessarily, tidying the already spotless kitchen. She wiped down the counter, the same spot, again and again.

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