The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Leo noticed his journal lying open on his desk. He'd written about his secret desire to change his major, a decision he hadn't shared with anyone. His roommate, Finn, was sitting at his own desk, his back to Leo, staring intently at the screen of his laptop.

Leo walked over to the desk. He closed the journal. A wave of exhaustion washed over him.

“Finn,” Leo said, his voice quiet.

Finn didn’t turn around. “Yeah?”

Leo simply said, “Nothing.” He sat down on his bed.

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