The crayon slipped in Amelia’s grasp, a crimson streak marring the pristine white page. Her niece, Lily, giggled, oblivious. Amelia stared at the drawing: a stick figure with impossibly large, mismatched eyes, perched on a lopsided mushroom. Lily had named him Captain Fluffernutter. He looked suspiciously like Bartholomew, Amelia’s childhood imaginary companion. She remembered Bartholomew distinctly; his preference for strawberry jam, his aversion to Tuesdays. A knot tightened in her stomach.

“That’s… interesting,” Amelia managed, her voice tight. She pushed a stray strand of hair behind her ear, a habitual gesture she usually found calming.

Lily beamed, her eyes shining with the pure joy of creation. “He’s super strong! He can fly!” Lily pointed to the crude wings crudely drawn on Captain Fluffernutter. Amelia felt a heat creep up her neck.

She excused herself and went to the kitchen, seeking respite in a cup of tea. She spent the rest of the day avoiding Lily, and especially the artwork that featured the familiar eyes, and the impossible wings.

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