The cold, sterile environment of the hospital room seemed to amplify the internal turmoil. Michael, visiting his wife, saw the manuscript on the bedside table. *“The Unseen Scars” by Evelyn Thorne.* The main character, a caregiver burdened by unspoken resentments… mirrored her perfectly.

A chill ran down his spine. The details were too intimate, too specific. He felt a profound sense of violation.

He sat on the chair, unable to meet her gaze. The silence stretched, thick with unspoken accusations.

She finally spoke, her voice frail. "It's… for my therapy."

The explanation felt inadequate, an insult added to injury.

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