The bustling train station amplified every sound. Even the announcements felt like a roar. Then, a piano melody, familiar yet changed, cut through the noise. It was his composition, "City Shadows."

He stood frozen, his bag falling from his shoulder. A pianist, a young man with a focused expression, was playing on a public piano. The performance was different from his own, more lively, but the core essence, the feelings within it, were untouched.

He took a deep breath, and he suddenly felt a surge of respect. This pianist was breathing new life into his creation. It was like seeing a different side of yourself. He found himself smiling, a slow, genuine smile.

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