The news report played on the television, the familiar face of Clara Bell, the author of her favorite books, now contorted in a defensive grimace. Lily felt a sudden chill even though the heater was on full blast. Clara Bell, whose stories had given her solace during her lonely childhood, had stolen the words of others.

Lily felt a strange mix of disbelief and understanding. She knew how difficult it was to write, to birth stories from nothing. The pressure was immense. She tried to imagine the desperation that could lead someone to such a act.

She reached for the remote, but hesitated. She changed the channel. The image of Clara, facing the accusations, seemed to be calling out to her. It was a call of anguish, and Lily's stomach churned as she imagined what the woman must be going through.

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