The shouting from next door was particularly loud tonight, a raw, angry sound that scraped against David's nerves. He wanted to scream back, to pound on the wall, but he stopped himself. He took a deep, calming breath.

He remembered a time, long ago, when he had been young and energetic. He had been so loud, so very full of life. With a sigh, he began gathering some old, worn blankets. He put them in his arms and walked over to the shared wall, figuring it could help block some of the noise.

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