“Another one,” muttered Liam, crushing the scrap of paper. He had been playing his guitar, a few simple chords, nothing particularly loud. Now, another passive-aggressive note.

He looked at the neat houses on the street. They all looked the same, the occupants all seemed the same. He hated it. The air in his lungs felt tight.

He kicked a pebble across the lawn, the motion sharp. He grabbed his guitar. Then, he went back inside and began to play, louder than before, his fingers dancing over the fretboard, a defiant melody ringing through the air.

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