I found the letter tucked away in a dusty box. It was written by my mom, decades ago. It was a draft of a resignation from her job as a nurse. It was a job she had loved and spoken of passionately. The letter spoke of burnout, of the emotional toll of caring for others. I'd never heard her express such feelings before. I felt a tightening in my chest, a deep ache. I, too, knew that feeling. I'd struggled with similar things. I understood, intimately, the weight of her words. I could almost hear her voice, tired and worn, as she wrestled with her decision.

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