The support group meeting was supposed to be a safe space. A haven for understanding. Until he showed up. He was late, of course, and his entrance was a spectacle: a flourish of apologies, a self-deprecating joke about his own forgetfulness, a breezy dismissal of the severity of their shared ailment. She clenched her jaw. She had spent years trying to maintain a semblance of normalcy, to hide the physical manifestations of their condition from the world, and here he was, seemingly embracing the attention. She sat rigidly in her chair, arms crossed, and avoided his every glance.

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