He hadn't expected to find anything of his mother's in the basement. Robert had always seen his mother as a force of nature. But there it was: a draft resignation letter from her teaching job. He was a teenager at the time. He could faintly remember the discussions, the raised voices. The letter spoke of battles and compromises and a loss of faith in the system. As Robert scanned the words, a deep sadness settled in his chest. He saw her struggles. He saw the person she was, and who she’d wanted to be. He finally understood.

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