The chipped mug warmed Amelia's hands, the Earl Grey a familiar comfort. Watching her mother, Martha, carefully arrange the plastic containers in the fridge, Amelia understood. This wasn’t just about the food; it was about the ritual, the control. Amelia had watched Martha lose that control slowly, piece by piece, over the past few years. The tremor in her mother's hand as she placed a Tupperware of leftover lasagna on the shelf felt like a stab to Amelia's own chest.

"Let me help with that, Mum," Amelia finally said, her voice softer than she'd intended.

Martha jumped, then offered a small, weary smile. "Oh, you're up already? Just putting away the leftovers. You'll be wanting some breakfast, won't you?"

Amelia nodded, her throat tight. She saw the exhaustion etched into the lines around Martha's eyes, the way the light caught on the silver strands that were overtaking the once vibrant auburn. She knew her mother was probably worried about her, about the sudden move back home after her disastrous attempt at a freelance career. But Amelia's troubles felt insignificant in comparison. She felt a surge of warmth wash over her as she reached out to take a container of fruit from Martha.

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