He’d found out through a social media post, of all things. A photo of Emily standing in front of a U-Haul, beaming, with a caption about "new adventures." James hadn't even received a heads-up.

He clicked the ‘like’ button out of sheer habit, his fingers numb. Then he slammed his laptop shut.

He paced his small apartment, each footfall heavy and deliberate, the silence amplifying the thrumming in his ears. The air seemed to crackle with an unspoken tension, an invisible barrier he couldn't break. His usual lightheartedness had vanished, replaced by an unfamiliar, gnawing emptiness.

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