The scent of lavender from the diffuser did little to soothe Liam’s frayed nerves. He’d overheard the hushed phone call, the low, urgent voice emanating from the living room. Sarah had been speaking in a language he didn’t recognize, a language of whispers and coded phrases. He’d pretended to be engrossed in his book, but his eyes were darting from the page, his ears straining. He felt a sharp pang of something akin to grief – a sorrowful understanding of the reasons behind her actions. He understood the need to connect, even if it meant doing so in a way that excluded him. The book slipped from his grasp, landing with a soft thud on the floor.

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