From the moment the letter arrived, John had a bad feeling. He'd dismissed it as bureaucratic nonsense, but the grim-faced police officer standing on his porch, holding a file, confirmed his worst fears. The officer's statement hung in the air: "This property was the site of a homicide." He felt a tightening in his chest.

He gestured weakly towards his meticulously manicured lawn. "This is outrageous!" he finally managed, his voice strained. He'd spent years creating this idyllic sanctuary, this haven of peace. Now, it was a crime scene. His hands trembled as he closed the door, the officer's words echoing in his mind. He glanced at the freshly painted walls, the new furniture. All of it felt contaminated.

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