"Impossible," Maya breathed, staring at the screen. The matching percentage was undeniable. Her whole life, she was a Riley. The Rileys, with their red hair and their boisterous laughter. Now, she was apparently... not. Her hands shook as she scrolled through the list of potential relatives.

She found her father, hunched over his newspaper in the living room. She watched him for a long moment, the way he held the paper, the way his brow furrowed with concentration. Suddenly, his routine seemed foreign, his presence unwelcome.

“Dad,” she said, her voice strained. She avoided his eyes. “I need to ask you something.” The words felt heavy in her mouth, laden with accusation. Her father looked up, surprised, a question mark forming on his face.

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