The sun beat down on the freshly tilled soil. Mark, sweating in the summer heat, wiped his brow, the shovel clanking against something solid. He'd decided to start a vegetable garden, and the first step was clearing the land behind his house.

He pulled the object out of the ground: a small, weathered box. He examined it, puzzled, recognizing nothing. He felt a wave of sadness. He had no recollection of burying it, but it clearly held someone's memories.

Inside, there was a collection of photographs, a pressed flower, and a small, engraved locket. He gently lifted the locket, his fingers tracing the delicate carving. The locket opened, revealing a tiny portrait. He felt a pang of sorrow, a deep desire to comfort the person who had left it, the person who had trusted the future.

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