The roses, crimson and perfect, sat on the mahogany desk, a jarring splash of color against the sterile white of the office. Mark stared at them, a knot tightening in his chest. He’d poured his heart into the presentation, stayed late every night. Surely, a thank you, some form of acknowledgement, was warranted.

He glared at the flowers. They were a lavish gesture, undeniably. Yet, the absence of a note felt like a deliberate slight, an intentional omission. The blood pounded in his ears. He gripped the edge of the desk, knuckles white.

“Well, this is just great,” he muttered, his voice barely a whisper. He felt a sudden, inexplicable urge to throw them in the nearest wastebasket. He needed to be strong. His chest heaved with a suppressed emotion he could barely manage.

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