He found the link buried deep in a search result. He almost didn't click. A jolt went through him. His palms began to sweat. *Caleb's Confessions: A Teenager's Truth!* The thought of his teenage self, the one he'd worked so hard to bury, exposed for the world to see, made him want to bolt. He had to breathe deeply.

He went to the small bakery around the corner, his usual Saturday morning ritual. He ordered a sourdough loaf and a coffee, offering a warm smile to the girl behind the counter, a newcomer with tired eyes.

As he walked home, he watched a group of kids trying to fix a bike wheel. He stopped, without hesitating, and got down on his knees to help them. He did not say much, instead, showing them how to do it. He felt better helping them than he thought.

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