"This isn't fair," Emily whispered to herself, staring at the competing party invites. Her best friend, Olivia, was hosting a glamorous cocktail party on the same night as her small, intimate potluck. Emily had known Olivia’s anxieties about social standing.

She took a slow, deliberate breath, trying to calm the rising tide of unease. Emily envisioned Olivia, radiant and happy, surrounded by stylish guests. The thought, while a little bit painful, also generated a protective impulse.

Emily went to the kitchen and began prepping her best dish, a complicated lasagna, knowing it was Olivia's favorite. She hoped that if Olivia didn't, she would take a moment to indulge.

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