Michael stared at the list, his stomach churning. It was tucked under Sarah’s pillow, written in her elegant script. “Learn to play the cello” was the first item, a poignant reminder of her musical aspirations, ones she’d abandoned long ago. “Travel to Bali,” “Write a novel,” “Adopt a dog.” He felt a pang in his heart.

He’d known, of course, that she had dreams. He just hadn't realized how many, or how unfulfilled they were. He re-read the words, a knot forming in his throat. He'd been so wrapped up in his own worries, his own ambitions.

He gently placed the list back under the pillow. He resolved to be better, to actively listen to her desires, to support them. That afternoon, he found a cello teacher's number online.

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