The weight of the impending closure crushed Elias. He pictured the faces of his classmates, the fear in their eyes. He felt a deep sense of sadness as the reality settled in. This wasn't just a place of learning; it was a home, a community.

He noticed Professor Ramirez, who had always been so encouraging and generous with his time, sitting alone in the coffee shop, looking forlorn. Elias walked over and sat down beside him. “Can I get you something?” he asked, his voice gentle.

Throughout the following week, Elias organized a series of workshops to help students with resume writing and interview skills, volunteering his own time and expertise.

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