David clicked on the link. “A Model of Academic Excellence: Your Essay!” His essay. He'd written about losing his best friend. He’d detailed the pain, the guilt, the struggle to move forward. He felt a pang in his chest, a memory rising to the surface: the way his friend's laugh had sounded.

The essay's words had been praised for their “maturity and eloquence.” But he remembered the raw, messy grief, the nights he'd spent unable to sleep. Now, it was a study in…something.

He went for a long walk, away from the familiar campus paths. He focused on the crunch of the fallen leaves beneath his feet. He could still hear his friend’s voice. He felt a fresh wave of grief, a feeling that washed over him. He felt… vulnerable.

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