He’d always thought his mother’s love manifested in her tireless work ethic. Mark had never considered a sentimental side. Until he found the box in the linen closet. Inside were his childhood art projects, a collection of misshapen clay figures, crayon drawings, and construction-paper cutouts.

He pulled out a particularly messy collage, a riot of mismatched colors and textures. It was absurd, chaotic, and beautiful. He heard his mother’s voice, urging him on. He remembered her, sitting with him at the kitchen table, helping him cut and paste.

He saw in the artwork the messy, imperfect beginnings of a life. And her silent support, her belief. He felt a wave of gratitude, a deep appreciation for the quiet ways she'd shown her devotion. He folded it carefully.

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