"California?" Leo repeated, his voice echoing slightly in the empty apartment. He’d been expecting a coffee date, a casual catch-up, not this. He leaned against the doorway, arms crossed tightly. He felt as though a steel band was constricting his chest.

Miles had spoken for a good ten minutes, excitedly detailing his plans, completely unaware of the turmoil churning inside Leo. The easy smile that usually brightened his face was now a tight, almost imperceptible line.

“So, like, when were you planning on mentioning this to me?” Leo finally asked, his voice low and devoid of its usual warmth. He couldn’t bring himself to look at Miles, staring instead at a dust mote dancing in a sunbeam, feeling a hollowness creep into his bones.

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