Liam was practically beaming as he showed Leo the tiny, mewling kitten he'd rescued from the alley. Leo, however, crossed his arms, his smile vanishing. "No. No way." He felt a tightening in his chest. Liam knew he had allergies; this felt like a deliberate slight.

“Come on, Leo! He’s so cute!” Liam’s enthusiasm was grating. Leo stared at the kitten, a ball of fluff that now felt like a personal affront.

The following day, Leo found Liam had left a catnip mouse on his pillow. He threw it across the room and started washing his bedsheets.

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