"Professor Ramirez is leaving," the words echoed in Leo's mind. He had been so focused on his own work, so self-absorbed, that he hadn't seen it coming. He felt a pang of guilt, a sharp ache in his chest. He thought of the long hours the professor had spent with him, the patience, the gentle guidance.

He went to the professor's office. He found her, already surrounded by cardboard boxes. She looked small, somehow, her usually bright eyes clouded. Leo hesitated, then cleared his throat.

He joined in the task. He moved boxes, and he asked how she felt about the transition. He ensured to ask about her future plans, and listened intently, trying to understand. He wanted her to know she wasn't alone.

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