The discovery struck her during a boring lecture. Ms. Chen, her biology teacher, had requested to follow her on Twitter. The request felt so… personal.

She’d used Twitter to vent about the stresses of school, her frustrations with friends and her anxieties about the future.

She looked at her teacher's profile. Ms. Chen had retweets about science and the environment. She seemed committed to her students and her world.

Her fingers hovered over the “accept” button. She thought about Ms. Chen's passion for the subject, the dedication she showed. She pressed accept. She immediately felt lighter, like a small weight lifted.

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