The sunlight streamed through the window, illuminating the dust motes dancing in the air. John stared at the screen, the evidence against his hero, Silas Thorne. The man’s work had given him hope. Now, it was revealed as the work of others.

John took a deep breath. He thought about the years Silas Thorne spent building his career, the image of him at book signings, his smile, his voice. The burden of creation was huge.

John felt a deep sadness, a sinking feeling in his stomach. He imagined the exhaustion that must have come with trying to continually produce literary gold. He closed his laptop. He understood the feeling of being vulnerable, of fearing that you might never be good enough.

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