The house had an unsettling silence, broken only by the creaks of the floorboards. She located the hidden room behind a tapestry in the master bedroom. It was a study, filled with books and a heavy, mahogany desk.

She sat at the desk, running her fingers over the cool, smooth surface. A half-written manuscript lay open, its pages filled with elegant script. It seemed like the author had left in the middle of a thought. She felt a sudden, sharp pang of something.

She read the unfinished sentence aloud, then found herself compelled to finish it. She wrote a sentence on the page, attempting to capture the author’s voice. She continued writing, not with her own thoughts, but with those of the writer who had abandoned their words.

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