"And she *hates* olives, can you believe it?" The man, whose name was apparently Ethan, chuckled as he spoke. He leaned back in his chair, radiating an easy charm, and gestured with a forkful of pasta. Liam, across the table, felt his own stomach begin to churn. This man was talking about *Maya*.

Liam had meticulously removed olives from Maya's pasta, just last night. He had remembered her aversion and done so out of an affectionate impulse, and now, it seemed, he had done so for *someone else*. A bitter taste filled his mouth, more pungent than any olive.

The air in the restaurant suddenly felt stifling. He felt a sudden urge to get up and leave, to escape this scene, this reality.

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