"Unbelievable," Mark hissed, flinging the letter across the room. He felt a tremor in his hands. Every childhood memory, every familiar face, every shared experience felt tainted, contaminated.

He walked into the dining room, where his parents were having dinner. The clinking of silverware, the light conversation – it all grated on his nerves. He felt a profound sense of alienation, a gulf that separated him from the people he had always considered family.

He stood there, silently watching them, and the dinner became a spectacle. His words were sharp, and they cut like blades. The room went still, the laughter fading as the tension filled the air. He was a volcano about to erupt.

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