A chill snaked up Leo's spine as his mother, eyes brimming with tears, confessed. A half-brother, she’d mumbled, a son from a past she’d buried. Leo's jaw tightened. He’d built his life around the image of their perfect little family, the three of them. Now, this… this intrusion felt like a personal betrayal. He excused himself, citing a sudden headache, and retreated to his workshop, slamming the door. The familiar scent of sawdust and varnish usually calmed him, but today, it did nothing. He grabbed his chisel, its sharp edge a mirror to the jagged edges of his emotions, and attacked a piece of oak with a ferocity that bordered on violence.

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