The new house felt cold, impersonal. Liam felt a hollowness that seemed to echo in the empty rooms. Then, behind a panel in the attic, he found the hidden room. It held nothing but a collection of paintings.

He looked at each of the paintings. They were of people, all of them appearing downcast. In one, an older woman sat with her hands clasped. In another, a young man stared out the window with a look of worry. Liam felt a powerful surge of feeling, a profound sadness that seemed to seep into his very core.

He made the decision to fix them up as best he could. He would buy some canvases and begin painting. He wouldn't paint what he thought he should paint. He wanted to fill the room with paintings of happiness and laughter, to bring the room back to life.

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