"But, Coach," Mark stammered, his voice barely a whisper. He’d practiced tirelessly for weeks, perfecting his free throws, his dribbling, every aspect of his game. The basketball team, his dream. He’d envisioned himself in the starting lineup, hearing the roar of the crowd. He’d imagined the victories, the camaraderie. He pointed to his name, or rather, the absence of his name, on the list. Coach Johnson just shrugged, saying something about “skill gaps” and “team needs.” Mark felt a hollowness in his stomach, a feeling of betrayal that made him want to lash out. He wanted to scream.

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