The musty air hit Maya like a physical blow as she crouched in the crawl space. Dust motes danced in the single beam of her flashlight, illuminating cobwebs and forgotten tools. It was then she saw it – a barely perceptible seam in the far wall, masked by peeling wallpaper. She ran a trembling hand along the surface, and felt the outline of a door.

Her heart hammered against her ribs as she pushed against it, finding a hidden room beyond. It was small, no bigger than a walk-in closet, but filled with a peculiar collection of items: a child’s worn teddy bear, a stack of letters tied with a faded ribbon, and a single, dried rose in a chipped vase. Maya’s breath caught in her throat.

She gently picked up the teddy bear. Its button eyes seemed to stare back at her with a silent plea. Maya instinctively reached out and stroked its matted fur. “You’ve been waiting a long time,” she murmured, her voice thick with emotion.

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