The casual tone in Professor Baker's email grated on Eliza’s nerves. He was leaving, he wrote, for "new opportunities." She reread the sentence, the words mocking her. She felt a cold anger building within her.

Her hands clenched. She had given him everything – her trust, her intellect, her very future. And now, he was simply walking away, leaving her to deal with the fallout.

She rose from her chair, her legs trembling. She turned and began to pace, the tiny space of her office suddenly feeling like a prison. The betrayal she felt was a bitter pill 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