Rain lashed against the window as Liam sifted through his mother's belongings. He'd never known his mother to be anything but stoic, unflappable. He found a small, leather-bound journal. Inside, a brittle piece of paper slipped loose, a half-finished letter. He recognized her handwriting instantly. It was a letter of resignation from her high-powered lawyer job. The tone was unexpectedly vulnerable. She detailed feeling overwhelmed by the demands of the job, the late nights, the constant pressure. He could almost feel her exhaustion radiating off the page. He gripped the letter tight, the paper crinkling in his hand. He understood the need to leave something you no longer were. A wave of sorrow washed over him, mirroring the storm outside.

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