The news felt like a physical blow. The prestigious publisher had turned down her book. Clara stared at the email, the words swimming before her eyes. She imagined the editor’s workload, the countless submissions, the difficult choices. She knew they weren’t rejecting her personally, but the manuscript.

She sat at the kitchen table, staring out the window. The neighbor's dog barked incessantly. She thought of the dog, probably lonely, trapped in the yard. She got up and made a cup of tea for herself. She took a second cup next door and gave it to the neighbor.

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