The attic air hung thick and heavy, smelling of decay and disuse. The previous tenants had left behind a trove of objects. Among the mess, there was a piano.

The piano was old, out of tune, and clearly unused for years. It was covered in dust. He ran a finger across the keys. A single, mournful note rang out.

He envisioned the family, the children who would have once played it. He decided to find a piano tuner. He’d pay for the repairs. He'd make this forgotten thing sing once more.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458