"Condo Conversion" the words jumped from the page at her. She felt her hands start to tremble. She glanced at the worn, patched up kitchen tile. She had spent hours scrubbing it clean. She had made a home here. Now it felt like a violation.

She slammed the door of her apartment as she left, her breath catching in her throat. She needed fresh air. The air was cold, but it didn't help. She stopped at the corner, watching the traffic flow, the rhythm a harsh counterpoint to her turmoil.

"They just don't care," she muttered, her voice barely audible. The thought burned. They wouldn't care.

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