The smell of coffee permeated the dorm room, but the aroma failed to comfort Leo. He saw that his journal was open on his desk, not where he had left it. A sense of nausea washed over him. His roommate, Alex, was sitting at his own desk, seemingly engrossed in his studies.

Leo felt a chill crawl up his spine. He couldn't speak. He walked over to the desk, his legs feeling weak. He pointed at the journal. His finger trembled slightly.

Alex looked up, feigning surprise. He shrugged. Leo didn't respond. He retreated to his bed, feeling exposed and vulnerable, and he closed his eyes, wanting to escape.

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