He found himself wandering into the bustling marketplace, the noise a dizzying distraction. Liam wasn't looking for anything, just trying to escape the silence of his apartment. Then, through the cacophony, he heard it: the first few bars of his instrumental track, "Echoes of the Canyon."

A busker, a young man with a worn guitar, was performing it. He was playing it with passion, with a kind of gentle sadness that resonated deeply. Liam, rooted to the spot, felt a distinct ache behind his sternum.

He watched, unnoticed, as the busker swayed with the music, his fingers dancing across the fretboard. Liam felt a strange sense of kinship. He knew the feeling, that desperate need to pour everything into the music. He reached into his pocket, pulling out a crumpled bill. He walked to the busker and put it in his open guitar case.

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