The afternoon light cast long shadows as Mark watched Mr. Peterson approach, a smug smile plastered across his face. He knew what was coming. The pine tree, a towering presence that separated their houses, was apparently an eyesore. It was also, conveniently, on the property line.

Mark felt a pressure in his chest, a sensation of being crowded. He forced himself to remain calm, to appear indifferent. "What can I do for you, Mr. Peterson?" he asked, his voice carefully neutral.

Mr. Peterson launched into a lengthy explanation about “future home improvements”. Mark listened, his knuckles white as he clenched his hands.

Later that evening, Mark found himself unable to sleep. He lay in bed staring at the ceiling, replaying the conversation in his mind. The thought of his view being unobstructed by a single tree filled him with a quiet fury.

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