The scent of freshly brewed coffee, usually comforting, did little to alleviate the tension in Olivia’s chest. Her friend, Sam, had arranged a masquerade ball, complete with costumes, dancing, and mystery. Olivia’s planned event, a paint-and-sip session, felt almost childish in comparison.

She imagined Sam, dazzling in their finery, surrounded by the laughter and intrigue of the ball. Her own event, with its gentle brushstrokes and quiet chatter, suddenly felt… boring.

Olivia felt her stomach clench. The thought of Sam being sad, even for a moment, was too much to bear. She thought of calling her guests, but the idea of letting them down was equally upsetting. She paced the room, the decision hanging heavy in the air.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344