He stared at the letter, feeling the room go cold. Michael found it tucked into the back of his grandfather’s old toolbox. A resignation. From a factory, dated 1948. The letter was short, to the point, detailing health concerns. Michael remembered his grandfather’s hands, gnarled and scarred.

He pictured his grandfather, a young man, working in a harsh industrial environment, laboring every day. The work, the conditions, the effect on the body. A tightness constricted his chest. He closed his eyes, thinking of the sacrifices his grandfather had made to provide.

He had never fully understood his grandfather's stoic silence, but now it made sense. He would never look at the toolbox the same way again. He would keep the letter. He would remember.

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