From his perch on the plush armchair, David watched as his sister, Sarah, carefully examined the deed to the family’s sprawling lakeside property. A genuine smile danced across her face. He felt the blood drain from his own, ashen face.

The letter informing him of his inheritance sat crumpled in his pocket. It detailed a small, neglected plot of land, far away from anything. He ran his hand across the crisp fabric of his shirt, a sudden, unfamiliar heat radiating from his chest.

“It’s beautiful,” Sarah declared, her voice filled with a joy he didn’t share. The room felt like a cage, the ornate furniture suddenly suffocating. He’d always felt like the shadow of his sister; now, the difference between them was even more glaring.

He cleared his throat, the sound catching. “Yes,” he managed, his voice barely a whisper. He rose, the movement stiff and awkward. He had to go, escape the atmosphere, and the way Sarah’s happiness highlighted the empty space within him.

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