He walked aimlessly through the park, the rejection letter crumpled in his pocket. The vibrant green of the trees felt somehow mocking, their growth a stark contrast to his own sense of stunted potential. The wind whistled in his ears, carrying the faint sound of children’s laughter.

A cold rage simmered within him. They hadn't seen him, the real him, the driven, passionate student who deserved this opportunity. He kicked a loose pebble, sending it skittering across the pavement. He was left with an overwhelming sense of being undervalued, of being invisible, a feeling that was hard to swallow.

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