He stared, aghast. The robotics competition was underway, and his robot, which he'd been designing for months, was almost identical to the rival team’s entry. Both robots were competing to navigate an obstacle course. He had no words.

He watched the rival team's robot maneuver through the course. His chest felt heavy. The expressions on the other team's faces told him everything.

Instead of despair, a different feeling took hold. He approached their pit, and with a smile, he offered to help them with a minor adjustment on their robot, a small improvement he had been working on. Their faces registered shock and then, a dawning understanding.

He ended up assisting them. His team would not win, but his sense of satisfaction was greater.

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