"It's just… disappointing," Sarah mumbled, pushing the plate of untouched pasta around her table. Across from her, her friend, Mark, offered a sympathetic nod. The subject was the scandalous revelation about Jasper Thorne, the author whose prose had consistently pulled her through difficult phases.

Sarah remembered the excitement she felt when she first encountered Thorne’s work. She recalled the sense of connection, the feeling that someone understood her. The discovery was like the world had lost a little bit of its colour.

Sarah focused on the small, untouched portion of her dinner. She thought of the work, the effort, the courage it took to write. The burden of maintaining a career, to keep delivering. She wondered if the pressure had simply become too much.

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