Maya slumped onto the cracked bench outside the financial aid office, the rejection letter clutched in her trembling hand. The afternoon sun, usually a source of warmth, felt like an accusing spotlight. She imagined the other students inside, chatting, laughing, oblivious to the hollow ache spreading through her chest. She wished she could disappear.

Her gaze drifted to a young woman pushing a baby stroller, her face etched with the weariness that Maya recognized. A sense of shared struggle washed over her. Maya understood the pressure, the constant worry, the unspoken sacrifices. She could almost taste the bitterness of it.

She dug into her backpack, pulling out the half-eaten granola bar she'd planned to save for later. It felt wrong to eat it now, somehow. With a sigh, she got to her feet, walked toward the woman, and offered the snack. "It's… it's not much," she stammered, “but maybe it will help."

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