"A mistake," the Dean said, his voice devoid of any warmth. "We apologize for the inconvenience, Ms. Rodriguez." But the 'inconvenience' was a massive blow to Maria. She needed the scholarship to afford her books and the bare necessities. The money was gone. She'd already spent some of it, and so would struggle now.

She swallowed hard, fighting back tears. She imagined the other student, probably a quiet individual, the relief they must have felt. She was instantly overwhelmed by… a deep sense of compassion.

Her hands were clenching, and she quickly looked for a way to appeal the decision, but her heart knew it was too late. She decided to go to the community center. She would help, she decided. She would volunteer, she would help feed those that were struggling.

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