Mark slammed the stapler down, a sharp crack that startled even himself. He hadn't bothered to look up when they told him about the 'transition plan'. Now, he was expected to share his institutional knowledge with a kid fresh out of college, who probably knew less about the company than the receptionist.

The new recruit, a young woman with a bouncy ponytail and bright, eager eyes, sat across from him, pen poised. She asked questions, basic ones, the kind he used to answer with genuine enthusiasm. Today, each inquiry felt like a deliberate jab.

"This is how you generate a report," Mark said, his voice flat. He pointed to the screen, his finger hovering over the mouse button. He refused to elaborate, offering only the most rudimentary explanation. He felt a throbbing in his temples.

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