The air crackled with a silent tension. It wasn't just the fence itself; it was the way it had been erected, without a word, without a thought for her. Clara fumed, pacing her living room.

She began leaving her trash cans out on the curb days in advance. She never took them in until the last possible moment. She cranked up the music when she was outside, the sound loud enough to carry across the dividing line.

She couldn’t help but notice the way his eyes followed her as she moved about her yard. She savored the discomfort.

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