The air grew stuffy, and a fine sheen of sweat coated Ben's forehead. He kept glancing at Emily, his coworker, who was scrolling through her phone, seemingly unbothered. He knew he was the most experienced one in their team. He’d dedicated years to building a career.

The power failure left them in darkness. He waited for her to suggest a solution. She didn’t. Instead, she let out a long, drawn-out sigh.

"This is just my luck," he heard her mutter. He turned away sharply and stared toward the emergency phone, his jaw tight.

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