Rain lashed against the windows of the university’s financial aid office, mirroring the turmoil churning in Maya’s stomach. She'd just been informed, in a clipped tone, that the scholarship covering her tuition had been awarded in error. The money was meant for another student, a Mr. Chen, whose family's circumstances were supposedly more dire.

Her fingers, suddenly clumsy, fumbled with the strap of her messenger bag. She felt a flush creep up her neck. The financial aid officer kept repeating "a simple mistake," but the words felt like shards of ice. Maya imagined the other student, a person she didn’t even know, waiting on this financial aid.

The thought of someone else's disappointment, a mirror to her own rising panic, made her throat tighten. She bit her lip and muttered a thanks before turning to leave, the weight of the news pressing heavily on her.

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