The doorbell rang, a shrill interruption to her afternoon. It was Mr. Henderson, his face a mask of thinly veiled annoyance. “The volume, dear. It’s a bit much, isn’t it?” he said, his voice dripping with condescension.

Her back stiffened, her spine ramrod straight. She'd been practicing her cello, a new piece she'd been struggling with. Her cheeks flushed. She managed a tight smile. "I'll be sure to keep it down," she said, her voice strained. As soon as he turned to leave, she slammed the door, the wood vibrating violently in its frame. She threw her bow onto the floor, the polished wood reflecting the harsh light in the entryway.

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