"Remarkable," the CEO droned, leaning back in his chair. "A truly groundbreaking concept." Sarah managed a tight smile, the muscles in her face strained. The project she'd worked on for a year, the one she believed in with every fiber of her being, was being lauded – by someone who knew nothing of the toil, the sleepless nights, the setbacks.

Her colleague, Mark, across the table, grinned like a wolf who had just feasted. He was basking in the glory, presenting her exact proposal as his own.

A bitter taste filled her mouth. The room swam slightly. She felt her stomach churn as Mark took credit for the innovative algorithm she'd coded, the very heart of the project.

Later, she found herself slamming her laptop shut with more force than necessary. The air felt thick, suffocating. She couldn’t speak, her thoughts a jumbled mess of disbelief and fury. How could he?

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