The sunlight sliced through the dusty windows of the old Victorian house, illuminating the faded photographs scattered across the dining room table. Sarah picked up another one, her fingers tracing the edge of the image. Her great-aunt Eleanor, the spinster schoolteacher, posed demurely beside a handsome man. But in her family’s stories, Eleanor had been a lonely soul, heartbroken, devoting her life to her students.

She felt a hollowness in her chest, a disconnect between the past she'd been told and the reality staring back at her. The carefully crafted tales of her family were suddenly, and brutally, undermined.

Her breath hitched in her throat, a sharp, involuntary intake. She had always felt connected to Eleanor. Now, that connection felt twisted and false. She went to the sink and splashed water on her 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