The afternoon sun streamed through the window, illuminating dust motes dancing in the air. John was attempting to focus on his spreadsheets when Melissa, from sales, began reminiscing. "Remember the epic color wars at Camp Meadowbrook? I totally dominated!" she said, her voice filled with laughter.

His stomach lurched. Meadowbrook. The same camp where he had been picked last for every team. He always tried to avoid the color wars and hide away.

He swallowed hard. "Yeah, I remember," he replied, his voice barely a whisper. He found himself avoiding her gaze, his focus now completely gone. He wanted to scream.

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