"This book looks perfect," I thought, picking up *The Picture of Dorian Gray*. It was a hardback, a little worn, with a faded green cover. When I opened it, a pressed wildflower, brittle with age, fell out, along with a scrap of paper. A single sentence was scrawled on it: "Remember our walk by the river." My fingers traced the delicate petals, imagining the walk, the shared moment. I had to know what happened to the person that wrote this, so I tucked the flower and note back where they belonged.

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