"Alright, kiddo, let’s get you sorted," Michael said, clapping his hands together. The mechanic's garage felt hot and oily, the scent a familiar comfort. He gestured towards the gleaming chassis of the classic car he was restoring, and then to his new trainee, Kevin.

He began by explaining the simple, obvious things. Then he moved on to the more complicated systems, the mysteries of the engine, the feel of the wrench, the sound of a perfectly tuned carburetor. He used simple words, careful to make sure Kevin understood.

He caught Kevin looking lost a couple of times. Michael didn't scoff or sigh. Instead, he patiently went back over the information, explaining it differently, using diagrams, and encouraging Kevin to try. He even slipped Kevin some of the good snacks he kept in his locker.

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