The air crackled with the static from the malfunctioning heater. Ethan stared at his journal, which had been moved from its usual spot. Inside, he had detailed his recent struggle with depression. His roommate, Noah, was perched on the edge of his bed, his usually boisterous demeanor replaced with a quietness Ethan had rarely seen. He was carefully pulling apart a piece of lint on his jeans.

Ethan felt a deep ache in his chest. “Noah?” he asked, his voice rough. “Are you feeling alright?”

Noah looked up, his eyes meeting Ethan’s briefly before dropping back down to his jeans. "Yeah, man," he mumbled, his voice small.

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