"So, that's it then?" Mark blurted out, the words escaping before he could filter them. His brother, David, who had just finished telling the family about his conversion to Islam, looked at him, his face serene. The tranquility of David's expression was infuriating.

The room, usually warm and filled with the scent of his mother's cooking, seemed to shrink, the air growing thick. Mark felt a sudden, inexplicable heat creeping up his neck. He ran a hand through his hair, unable to meet his brother's gaze.

He took a long swig of his beer, the cold liquid doing little to soothe the growing unease. He wanted to scream. He wanted to shout. Instead, he forced a tight smile and mumbled something about needing to step outside for some air.

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