The scent of oil paint always reminded Martha of her father. She’d spent countless Saturdays, as a child, nestled on the floor of his studio, breathing it in. Now, her son, Leo, was practically living in the garage, the space now transformed into a vibrant explosion of color and canvas. He was mimicking her father's style, a photorealistic approach to landscapes, and Martha felt a strange ache in her chest as she watched him. She knew the struggle – the hours of painstaking detail, the frustration when a brushstroke went awry. She brought him his favorite cookies, the ones she knew helped soothe a troubled soul, and squeezed his shoulder before retreating.

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