The air in the room felt thick, heavy with unspoken accusations. David sat on his bed, rigid. The corner of his journal was bent, a detail he was absolutely certain he didn't miss. His roommate, Ben, was across the room, watching TV, his posture relaxed, his eyes fixed on the flickering screen. David watched him, carefully.

He clenched his jaw, his muscles tight. He couldn't fathom the reason for the intrusion. He stood up, pacing slowly, his hands shoved deep into his pockets. He wanted to scream. He forced himself to take a deep breath.

"Ben," he said, his voice flat. Ben glanced over, his smile disappearing. "Did you read my journal?" The silence hung between them, thick and unbearable.

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