The notification, a cruel little pop-up, mocked her. *Read My Diary!* It was the title of a website. Her stomach churned. She felt a sudden, fierce urge to protect her younger self, to shield her from the judgment of the world. She bit the inside of her cheek.

She made a list of all the things she needed to buy for the local animal shelter. Dog food, cat toys, blankets. She grabbed her keys and headed for the store. She went through the store carefully, making sure she had everything on her list and a few extra things.

Back home she got the post-it notes and began writing encouraging messages, and sticking them on mirrors, doors, and anything else around the house.

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