The email sat in Oliver’s inbox, a stark white rectangle against the dark background. He hadn't opened it yet. He knew, he just *knew*, that Sarah had gotten the promotion. She’d been preparing for it for years, studying, networking, always striving.

He picked at a loose thread on his jeans, a familiar nervous habit. He glanced over at her desk, the neat stacks of files, the carefully curated plants. He remembered the grueling late nights, the collaborative projects, the shared dreams of climbing the corporate ladder together.

He clicked on the email. The subject line, “Regarding your application…” He braced himself. The words swam before his eyes. He read them, then looked up, searching for Sarah. She was already looking at him, a genuine smile playing on her lips. It was okay. He felt a different feeling, something akin to her joy.

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