The air in the warehouse was thick with dust and the rumble of machinery. The move to the finance department had me feeling unsettled. I watched as Ben, my colleague, worked on the assembly line. He seemed to be sweating profusely and moving slowly. He was always the hardest worker.

"Everything alright, Ben?" I asked, approaching him. He stopped and wiped his brow. "Just a long day," he said, his voice flat. I saw the fatigue in his eyes.

I took the liberty of grabbing the parts he was working on, and helped him assemble them. He was grateful for the help. We were a team. I knew the transfer was difficult for me, but maybe Ben was struggling, too. We worked in silence, helping each other, until the end of the shift.

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