The hidden room in the Victorian house was small, with peeling wallpaper. It held a spinning wheel, a half-finished shawl draped over a chair, and a photograph on the mantelpiece. The photo was of a young woman with a kind smile.

She picked up the shawl, her fingers tracing the delicate pattern of the yarn. She felt the weight of it in her hands. She thought about the woman in the photograph.

She started working on the shawl. Her fingers, though clumsy at first, eventually found the rhythm of the spinning wheel. She knew that she must finish the shawl, to honor the woman, her memory, and her life's work.

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