The irises, deep purple and regal, stood in a vase on the mantelpiece, a jarring contrast to the cozy familiarity of the living room. Emily felt a chill run down her spine. A sudden, deep disquiet settled over her.

She had told him not to. She had been clear. Yet, here they were, a blatant disregard for her wishes. She picked up the vase, her hands shaking slightly. She felt her pulse quicken.

She walked to the front door, hesitating before opening it, as if she could somehow send them back. The flowers were a clear violation of a boundary she had so carefully drawn.

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