The sudden silence in the living room was jarring. Mark had been mid-sentence, recounting a story about his day, when Liam’s phone rang. Liam had jumped, then rushed into the bedroom, closing the door firmly behind him.

Mark sat, his words hanging in the air. The television blared, but he barely registered the sound. He traced patterns on the coffee table with his finger, a knot forming in his throat. This had been happening more and more lately. He cleared his throat.

When Liam emerged, his face was smooth, carefully blank. “Just a quick work thing,” he said, avoiding eye contact. Mark nodded, but his mind was racing, replaying their shared history, searching for clues, for anything he might have missed.

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