The flickering porch light cast long shadows as Sarah watched Mr. Henderson, her next-door neighbor, emerge from his front door. He’d never been much for socializing, always keeping to himself in his modest, though well-maintained, bungalow. Tonight, however, he looked different. He was dressed in a tailored suit, a stark contrast to his usual khakis and button-down shirts, and he was being escorted into a gleaming limousine. Her stomach felt a peculiar lurch.

She remembered the worn-out minivan he drove and the hand-me-down furniture she’d once seen through his window. The image of the limousine’s polished chrome felt like a punch to the gut. The realization of his secret wealth settled on her like a heavy blanket, making her feel oddly… heavy.

Later that week, she baked a pie – his favorite, apple crumble – and left it on his doorstep, a small, unspoken gesture of goodwill, hoping it might make things better. The gesture made her own insides feel a little less twisted.

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