The antique car, a vintage Rolls Royce, was the first clue. Then came the renovations on the house, transforming it from a quaint cottage into a sprawling mansion. Amelia, next door, had always been so shy, so careful with her money, constantly clipping coupons. Now she was hosting lavish parties.

I caught her staring at the old clothes she’d left on the curb for donations. Her face was clouded, her movements slow and deliberate.

That night, I saw her through the window, alone in her new, opulent living room, looking small and isolated. The sight left a dull ache in my chest. The next day, I brought her some flowers. It was all I could think to do.

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