The news felt like a physical blow to Ben. A misallocation. His scholarship was no longer his. The initial shock had given way to a profound disquiet.

He could, of course, fight it. He could argue his case. But his thoughts kept returning to the other student, the one who was supposed to receive the funds. Someone he didn't know, someone he would probably never meet. But he felt connected to them somehow.

He thought of the sacrifices his own family made to put him through school. He thought of the other students he knew, the ones who were working multiple jobs just to stay afloat. He closed his eyes. He pictured a scenario and felt it needed to be rectified.

He decided what to do. He found the name of the professor in charge of the scholarship program. He crafted a carefully worded email.

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