The attic air hung thick with dust motes dancing in the lone sunbeam. Sarah coughed, pulling the heavy cardboard box closer. Inside, nestled amongst yellowed newspaper and moth-eaten fabrics, were folders. Marked with her name, in her mother's familiar, looping script. "5th Grade - Sarah Miller," one proclaimed. She ran a finger over the cover, a wave of something washing over her.

She opened the folder. Scribbled notes in the margins, corrections made with a red pen, a tiny sticker of a star next to a particularly well-written paragraph about her favorite pet hamster. A lump formed in her throat. Her mother had held onto all of this.

Sarah gently lifted a drawing, a crayon depiction of a particularly lopsided house. A small, almost imperceptible smudge of what looked like a tear stained the sky. She imagined her mother, years ago, carefully archiving these artifacts. It was a tangible link to a life, her life, that felt…fragile and precious.

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