The phone call was short, to the point: "Could you please keep it down?" The voice on the other end, Mr. Peterson from apartment 4B, was curt and impatient. David slammed the receiver down, his ears ringing. He was a drummer, a musician. This was his livelihood.

He felt a rage building in his chest. He kicked a nearby chair, the wood connecting with a satisfying thud. He threw his drumsticks against the wall, watching them bounce harmlessly to the floor. The sound, the very thing he needed, was now the enemy.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203