The news arrived through a series of cryptic text messages. Her brother, Daniel, was now a member of a secretive Sufi order. She read the messages again and again, each time feeling a fresh wave of…something.

She had always considered Daniel the most grounded, most practical of her siblings. Now, he was venturing into the unknown, into a world she couldn’t comprehend. She threw her phone on the couch, the action abrupt and clumsy.

She paced back and forth in her apartment. The silence in the small space seemed to amplify her distress. She grabbed her keys and left, needing to move, needing to escape the suffocating weight of this new reality.

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