The parking lot was a sea of tail lights and hurried goodbyes. David stared at the coach, his heart thumping in his chest like a trapped bird. The man had just told him he was cut. After all the hours in the weight room, all the sacrifices he made, it was over. Just like that.

He wanted to break something. To lash out. The injustice of it all pulsed through him, a raw, burning current. He avoided eye contact, his jaw clenched, staring out at the empty expanse of asphalt.

He mumbled something, a choked, “Whatever,” and spun around, heading towards his beat-up Honda. The walk felt longer than usual. Each step pounded out a rhythm of silent fury.

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