The cafe buzzed with Friday night chatter. Elias, hunched over his lukewarm coffee, felt a prickle crawl up his spine. The acoustic guitar chords that started were familiar, painfully so. Then came the melody. It was *his* song, "Crimson Rivers," but the voice singing it belonged to a girl with a saccharine smile, her rendition stripped of the grit he'd poured into it. His knuckles whitened around the ceramic mug. He wanted to leap to his feet, scream, stop the musical desecration. Instead, he gripped the table, his jaw clenched, and fixed his gaze on the sugar packets.

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