The pulsating rhythm was a physical force, pushing against Arthur's eardrums. He massaged his temples, trying to find some relief from the incessant beat. It was coming from the house next door, occupied by a rowdy group of college students.

He pictured the young people, full of life, having fun, without a care in the world. He recalled the carefree days of his college years, when music was always a background for good times.

He went to the front door, the noise increasing as he got closer. He knocked on the door, hesitating before the loud thumping noise.

A tall young man with a friendly face opened the door. “Hey, man! What’s up?”

Arthur swallowed. "Hey, I'm Arthur, your neighbor. Could you turn the music down a little? I'm trying to concentrate on my work."

The young man’s expression softened. "Oh, sure, man. Sorry. We didn’t mean to be a nuisance. We just got carried away."

"No worries," Arthur said, with a slight smile. "Thanks."

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