The late afternoon sun cast long shadows across the living room as Maya walked in, kicking off her shoes. Liam was at the kitchen table, hunched over a laptop, headphones clamped on. She didn't expect to see him so focused on anything besides his work.

"Hey," she said softly, approaching. He jumped, yanking off the headphones. His face flushed a deep red.

"Hey! Didn't hear you come in," he mumbled, quickly closing the laptop. Maya raised an eyebrow, curious.

"What were you doing?" she asked, her voice gentle. Liam hesitated, then sheepishly said, "Just… looking at some stuff." He wouldn't meet her eyes. She put a hand on his shoulder, squeezed gently.

"Is everything alright?" she inquired, her voice laced with concern.

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