Sarah crumpled the letter in her fist, the paper crackling like a dying fire. Sixteen years. Sixteen years since Mark had stolen her presentation, the very foundation of her early career aspirations, and presented it as his own. She'd built her life on a different trajectory since then, climbing the corporate ladder in a different field entirely. But the sting of that betrayal, the sudden, sharp plunge of ambition, still flickered. She slammed her fist on the table, a sound of frustrated emphasis in the quiet of her apartment. The apology felt hollow, a flimsy piece of paper attempting to mend a wound that had long since scarred over.

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