The attic air tasted of dust and forgotten things. Amelia coughed, her hand instinctively rising to cover her mouth. Sunlight sliced through the gloom, illuminating dancing motes of dust and a cardboard box labeled “Mom's Things – Don’t Throw Out!” She knelt, her fingers tracing the faded marker. Inside, nestled amongst old photographs and yellowed letters, was a small, leather-bound notebook. A list. A bucket list, scrawled in her mother’s familiar looping handwriting. The top item: “See the Northern Lights.” Amelia closed her eyes. The cold snap in her chest was so intense, she almost couldn't breathe.

She remembered her mother pointing to pictures, dreams whispered in the quiet hours after bedtime stories. Now, Amelia knew she had to go. She would search for tickets that very day.

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