The betrayal stung, a viper’s bite. Michael, his roommate, had clearly been snooping. His journal, filled with anxieties and dreams, lay on the desk slightly ajar. He felt a profound sense of disgust.

He imagined Michael, a quiet, introverted guy, probably feeling terrible right now. He knew Michael was struggling with the pressure of a difficult class.

Walking to the communal desk, he grabbed a bag of microwave popcorn. Popping a bag, he returned to the room and gently placed the warm snack by Michael's side of the room. He didn’t say anything, just went back to his own work, hoping Michael would feel alright.

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