He’d always prided himself on his ability to remain calm, but now, a tremor ran through Edward’s hands as he gripped the chipped mug of lukewarm coffee. The detective’s words – "a rather gruesome affair, actually" – hung in the air like a noxious odor. He felt a wave of nausea. He pictured his children, playing in the very room where... He swallowed hard, pushing back a tide of unease.

“So, you’re saying…” he started, his voice barely a rasp. The detective just nodded, his expression neutral. He found himself picking at the peeling paint on the windowsill, suddenly acutely aware of every imperfection in his meticulously restored home. He thought of the laughter that had filled the house, the parties he'd hosted. How could he ever feel comfortable here again?

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