A small, tear-stained drawing lay on the kitchen table. It depicted a lanky figure with mismatched socks and a perpetual grin, towering over a girl with bright red hair. Amelia studied the sketch, her chest tightening. The lanky figure… that was Bartholomew. Her childhood companion, long relegated to the dusty corners of memory.

She gently ran a finger across the paper, tracing the outlines of Bartholomew's oversized shoes. The girl in the drawing, her niece Lily, had colored him in with a vibrant green, the same shade Amelia had always imagined. A wave of something akin to ache washed over her, a deep and unbidden stirring in her stomach.

“Lily, did you draw this?” Amelia asked, her voice soft. Lily, who was busy constructing a tower of blocks, nodded without looking up. Amelia knelt beside her. “Who is that, sweetie?”

Lily, with a flash of her bright, inquisitive eyes, said “That’s Bartholomew! He protects me from the monsters under my bed.” Amelia could only offer a small, tight smile.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296