Eliza stared at the invitation, the glossy paper practically screaming "exclusive." Her best friend, Chloe, was having a karaoke night, a raucous affair planned for the same evening as her own quiet dinner party. Eliza had suggested a combined celebration, but Chloe had brushed it off. Now, Eliza felt a strange pang.

A coldness settled in her stomach as she considered Chloe belting out her favourite songs, surrounded by a crowd of people. She thought about how much Chloe loved to perform and how much she adored the spotlight. She pictured her grinning at the end of the night, full of joy. Eliza squeezed her eyes shut, hoping Chloe wouldn’t feel alone.

She adjusted the seating arrangements, adding an extra chair. Then, she opened her phone and began a group chat with a few mutual friends. "Just a reminder," she typed. "We're all Chloe's biggest cheerleaders, right?"

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