The tiny, cramped dorm room felt even smaller, the air thick with tension. Ben clutched the journal to his chest, the familiar weight a comfort. He'd poured his heart out in its pages, detailing his anxieties about failing his upcoming exams. The cover was slightly askew, indicating it hadn’t been replaced exactly as it was. His roommate, Alex, was sitting on his bed, his face buried in a textbook, but Ben saw the way he clenched his jaw.

Ben sat down on his own bed and looked at the book. “Hey, Alex,” he finally said, his voice flat.

Alex looked up, and after a long pause said, "I, uh… wanted to see if you had the notes on chapter four."

Ben nodded, not meeting his gaze. "Yeah, sure." He reached for his backpack.

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