John stared at the brochure in his hands. It featured a smiling picture of… Brad? He was sure. Little Braddy, the kid who relentlessly teased him about his glasses and stutter. The brochure advertised "Brad Miller, LPC, specializing in Trauma and Anxiety." John found his stomach churning. He'd been struggling with panic attacks lately, the kind that left him gasping for air and feeling utterly helpless.

He considered crumpling the brochure and throwing it away. He could go somewhere else. Yet, a peculiar curiosity, a pull he couldn’t name, drew him back. It was as if a buried part of himself, a small, wounded fragment, was whispering, "See what became of him." John sighed. He made the appointment. He hoped, for both of them, that Brad had changed.

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