The carnations, mass-produced and unremarkable, sat on her desk, a stark contrast to the sterile environment of her office. Laura's hands began to tremble. Her co-workers were gathering around her desk to admire the bouquet. But she couldn't.

She looked at the blooms, the lack of explanation. This felt like a pointed statement. A reminder. A dismissal. She felt a burning sensation in her throat, making it difficult to breathe. She excused herself and quickly turned to leave.

She walked towards the bathroom, her vision blurring as tears began to well in her eyes. The feeling of… rejection hung heavy in the 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