The silence in the dorm room was almost unbearable. Michael sat on his bed, staring at the crumpled paper in his hand. The accusations against James, his roommate, the kid who always had a smile and offered a helping hand, were devastating. He'd seen James struggling with the project. He remembered the long nights hunched over his computer, the frustration etched on his face.

The thought of expulsion, of ruined dreams, created a hollowness inside him. The words on the page seemed to mock him, the injustice of it all.

Michael leaned over, the paper a crumpled mess in his hands. He felt a wave of nausea wash over him. “James, are you… are you okay?” he finally asked, his voice barely a whisper, afraid of the answer.

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