"So, yeah, the coffee shop is, like, right down the street," Jake had said on the phone, a casual tone that now seemed to taunt her. He had scheduled a meetup with her, Amy. Amy, his online companion whom he had spoken to for hours. But then, as she approached the coffee shop, she saw *him*.

The air became thick. He was leaning against the wall, a smile playing on his lips, a knowing look in his eyes. He had the gall to act like she wouldn't see it coming.

She halted, frozen in place. The casual way he'd concealed his identity seemed like a mockery of their shared intimacy. She spun around, and marched straight back home, tears threatening to spill down her cheeks.

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