The crayon slipped in Amelia’s hand, leaving a jagged purple line across the page. Her niece, Lily, was excitedly showing off a new drawing. A lanky figure with mismatched socks and a too-big grin dominated the paper. “That’s Bartholomew!” Lily declared, her eyes shining. Amelia forced a smile. Bartholomew. The name prickled at the back of her neck.

She remembered Bartholomew. The mischievous, freckled boy who, as a child, was her constant companion. Now he was Lily's, drawn with the same lopsided charm. A pang of something unpleasant flared in her chest. She adjusted her glasses, peering more closely at the picture.

"He's a very... unique character, Lily," Amelia managed, the words catching in her throat. She found herself clearing her throat more often lately, especially around Lily and her drawings.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217