The red "C-" glared back at Maya from the physics test. Her stomach twisted, not with anger or frustration, but with a dull ache. She knew Mrs. Davis, the teacher, had been under pressure. Lately, the school was short-staffed and everyone was stretched thin. She imagined Mrs. Davis, late at night, grading papers under a dim lamp, the weight of the job bearing down on her.

Maya walked to the front of the class, gathering her things. She didn't say anything, but as she passed Mrs. Davis’s desk, she gave a small, almost imperceptible nod. Later, she would bake Mrs. Davis a batch of her favorite chocolate chip cookies. It was the least she could do.

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