Liam stared at the email, the stark "D" a digital slap in the face. His art project, hours of meticulous work, reduced to a grade that felt insulting. He wanted to scream, to rant about the teacher's unfairness. But a different feeling surfaced, a quiet concern.

He knew Ms. Evans had just gotten a new puppy. He could imagine the demands on her time, the sleep deprivation. He remembered the look in her eyes during critiques - a weariness that wasn't there at the start of the semester.

Later, he'd send her a funny cat meme he knew she would love. Just something to lift her spirits. And maybe he’d ask if she needed help with anything next week.

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