The venue was eerily silent, the tables draped in pristine white cloths. Mark stared at the empty dance floor, the music system gathering dust. The surprise party for his brother, David, had been cancelled due to a sudden illness in the family. He felt the weight of the moment pressing down on him.

He understood the weight of responsibility that came with managing the situation. He imagined his brother's feelings, the way the cancellation would add another layer to an already difficult time.

He ran a hand through his hair, a nervous gesture. He’d spend the evening with David. He had to show up. He had to be there.

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