The discovery sent a shiver through Leo. His journal, containing his innermost feelings, had been violated. He found it open on his desk, a specific passage highlighted. His roommate, Ben, must have done it.

He thought of the times Ben confided in him, the vulnerability he showed when talking about his parents’ divorce. Ben was a mess and had been all semester.

Leo found himself making a plate of Ben’s favorite pasta. When he brought it into their room, he didn’t mention the journal. He simply offered Ben a plate. "Eat," he said softly, a simple, non-directive instruction. “You haven’t eaten all day.”

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444