A tremor ran through Elias's hands as he read the email. Professor Armitage was leaving. Retiring, they said. But Elias knew, looking at the hastily written lines, that it was more than that. He imagined the professor, stooped over his desk, the fluorescent lights harsh on his thinning hair, wrestling with the decision. Elias bit his lip. He needed to be there.

He rose from his chair, a sudden determination blooming in his chest. He grabbed his coat, a worn tweed that his advisor had always admired, and headed across campus. The wind whipped at his face, but he didn't feel it. He pictured the gentle smile, the knowing gaze, the way the professor always made time for him, even when overwhelmed.

He found Professor Armitage in his office, packing. Boxes lined the walls, filled with books and papers. The air was thick with the scent of old ink and regret. Elias simply went and started helping, quietly, without a word. He organized files, labelled boxes, and the unspoken understanding between them was more than enough.

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