"So, yeah, I totally aced the presentation," Ben declared, leaning back in his chair with a self-satisfied grin. Sarah felt a wave of cold wash over her. They were discussing their group project from college, and she was hearing his version of events again.

She remembered the sleepless nights, the research she'd poured over, the hours spent editing the slides. He'd shown up late for the practice run and then flaked on the final preparation. But now, it was all him.

"Right," she said, her voice unusually small. She picked at a loose thread on her jeans, avoiding his gaze. The air suddenly felt thick, heavy, as though the room was shrinking around her.

He kept talking, oblivious. She decided that she needed to go to the bathroom. Excusing herself, she left him basking in the glory.

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