He had the audacity to laugh. A genuine, full-throated laugh that boomed across the otherwise quiet café. It was the way he said, "Oh, you too?" after she recounted her latest flare-up that truly grated. She had expected understanding, maybe commiseration. What she got was... amusement? She felt a tightening in her chest, a sudden need to be anywhere but there. The way his eyes crinkled at the corners, the ease with which he seemed to accept the shared burden, made her want to pick up her lukewarm coffee and hurl it across the table. She shifted in her seat, crossing her arms defensively.

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