The university's imminent closure felt like a punch to the gut. Michael felt the bile rising in his throat. He saw the faces of his friends, the fear and worry etched on their features. He saw the professors he admired, the staff members who had always been so helpful, and the deep sadness that overwhelmed him made it hard to breathe.

He immediately went to the student union and set up a table, offering free counseling services to help people process the news.

He organized a meeting with the administration to try and work out a plan for students, and for those who worked on the campus.

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