The flickering neon sign of the bar cast long shadows as Liam watched Mark stumble out. He’d been holding court all night, regaling anyone who would listen with tales of his high-powered finance job. Liam knew better, of course. He’d seen Mark's tiny apartment, the overflowing bills, the way he'd wince at expensive drinks. Now, watching him struggle to hail a cab, a wave of… *something* washed over Liam. He walked over, offering a steadying arm. "Need a ride, buddy?" he asked, keeping his voice gentle.

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