David found himself staring at the address on his phone. It was the address of a local music venue. He’d been collaborating with "MelodyMaster" on some original songs, exchanging audio files and ideas for months. MelodyMaster had sent a message: “Come see the band play tonight!”

A strange mix of excitement and trepidation washed over him. He felt… strangely compelled to go.

He walked into the smoky venue, the music already pulsating through the air. He spotted a musician with dark hair, a guitar slung around his shoulders, performing on the stage. He saw a person he had known for a while, but never actually seen, and it made him strangely lighthearted.

He had never felt so close, and so far away, as he approached the front of the stage.

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