He stumbled upon the hidden room while clearing out the basement. It was a music room, with a piano covered in dust, sheet music scattered across the floor, and a violin in its case. The room seemed to hum with silence.

He lifted the lid of the piano, his fingers hesitant as he touched the keys. He imagined the musician, their hands moving over the keys, filling the room with sound. He sat and played a few notes.

He found himself slowly, steadily, playing a melody, and felt a connection to the absent musician. The song was a love song, filled with loss. He felt a deep ache in his chest, as if it was his heart being torn apart.

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