David felt a sharp pang of disappointment when he heard the news. He and Sam had been inseparable since kindergarten, a fact that both men knew full well. His face softened, and his eyebrows softened. He immediately thought of all the years spent together, all the inside jokes, all the shared memories.

He found himself smiling as Sam talked about the mountains in Colorado. He made sure Sam had all the things he would need for his new life. He spent hours helping Sam pack, organizing boxes and making sure everything was accounted for.

He helped him load the U-Haul, his movements deliberate and efficient. When it was time to say goodbye, he clapped Sam on the shoulder, a gesture full of unspoken understanding. He said, "Go chase your dreams," a sentiment he truly meant.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458