Liam had found it tucked away in a dusty drawer. A novel, handwritten in his partner, Ethan’s, neat script. He had hesitated, but curiosity, mixed with something else, something deeper, had gotten the better of him. He hadn’t expected this.

The book detailed Liam’s insecurities, his fear of failure, his quiet moments of joy when he thought no one was watching. He thought about Ethan’s careful observations, how he’d held all of this inside. A warmth spread through his chest, a sensation that was both comforting and strange.

He imagined the late nights, the hidden scribbles, the hours Ethan had spent, pouring his feelings onto paper. He wanted to reach out, to reassure, to tell him… something. His hands trembled as he closed the book, wanting to know what Ethan was thinking.

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