“A gangland hit,” the detective had said, his voice flat and weary. “Right in the living room. Over some territory.” John, looking at his new living room, felt a sudden coldness seep into his bones. The walls felt colder, the air thicker.

He found himself standing at the window, staring out at the street. He could almost see the shadowy figures, the flash of gunfire.

He couldn't shake the feeling of dread. He spent the evening lighting candles, casting a warm glow on the space. He played quiet music, hoping to fill the silence with something other than memories of the cold blood spilled within those walls.

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