The account was a collection of online gaming videos, hosted by his son, Ben. The boy was confident, funny, and comfortable in his own skin. Michael watched the videos, a sense of amazement washing over him.

He was proud of the community Ben had built, the way he could connect with people. He watched Ben's face light up with each successful play. Michael remembered feeling awkward and unsure of himself at that age.

He decided to sit with Ben and learn about the game. He'd even try to play, if his reflexes allowed. He wanted to be a part of his son's world, a supporter, a champion.

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