The rejection letter from his dream publisher landed in his inbox with a thud. Liam felt the sting of disappointment, a familiar ache. He tried to picture the editor, buried under a mountain of manuscripts, the pressure to find the next big hit. He knew how it felt to fail, to put your heart into something and have it rejected.

He went to the park. A little boy was crying, separated from his parents. Liam knelt down, offering a reassuring smile, and helped the child search for his mother. The boy's distress echoed his own. He knew the feeling of being lost.

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