He watched the other man slump into a chair next to him. He was obviously shaken. He didn’t say anything, but he didn’t have to. The look on his face said everything.

He took a slow, deep breath, knowing the battle that lay ahead. He then realized he could do something to help.

“Hey,” he said softly, “Don’t worry. You’re not alone.”

A faint smile came over the other man’s face. It was a struggle to get there, but it was there. And that was enough.

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