The real estate agent’s cheery optimism now seemed like a cruel joke. "A tragedy," the detective said, his voice flat. "A tragedy that occurred within these very walls." Sarah’s breath hitched. She found herself clutching the edge of the kitchen counter, her knuckles white. She had loved the house from the moment she saw it, with its wide windows and sun-drenched rooms. Now, that love felt tarnished, tainted.

She started pacing, her hands wringing. She felt a cold sweat break out on her forehead. The detective watched her, his expression unreadable. She felt a wave of pure, unadulterated fury. "Nobody told me!" she finally burst out, her voice raw.

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