The afternoon light cast long shadows in the spare room. Olivia found the box tucked away under the bed. Her mother, notoriously organized, had meticulously labeled it: “Olivia’s School Days.” A sense of anticipation, and something else, filled her.

She pulled out a story she had written, illustrated with crayon drawings of a princess and a dragon. The pages were dog-eared, the colors faded. But Olivia remembered the story, the characters, the feeling of creating something.

Olivia noticed the small notes her mother had made on the side, encouraging her to improve her spelling, telling her how good the story was. She felt the impact of her mother's care. It was a tangible record of her belief in her. She pressed the pages to her chest.

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