The constant dust was getting to Marcus. It settled on everything – his freshly washed car, his meticulously organized tools, even the leaves of his prize-winning tomatoes. The Millers next door, with their blaring music and careless contractors, were clearly oblivious.

He found himself cleaning the same surfaces over and over, a futile attempt to ward off the grime. He imagined going over there and just asking them to stop. He clenched his fists, picturing the arrogant smirk of Mr. Miller. No. He would do this his way. He started to research soundproofing. And maybe, just maybe, a really tall fence.

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