The newspaper headline, “Gruesome Discovery in Suburban Home,” was now a permanent fixture in Brenda’s brain. Her stomach churned. The detective, a young woman with kind eyes but a professional demeanor, had confirmed her suspicions. The previous owners, a sweet, elderly couple, had been… victims. She hated the euphemism.

“This is preposterous!” she finally blurted, her hands clenching into fists. She felt a heat rising from her chest, spreading to her face. She’d always considered herself a practical person, but suddenly, the very foundation of her world felt shaky. She wanted to scream, to lash out. The detective remained impassive. Brenda turned away, unable to meet her gaze. The beautiful, sunny kitchen felt like a tomb.

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