The emergency phone yielded only static. The seconds ticked by, stretching into an eternity. Her hands were clasped tightly in front of her, her knuckles white. I could tell she was not handling the situation well.

I took a deep breath, trying to calm myself. "They'll be here soon," I said, my voice as firm and reassuring as I could manage. "Let's think of something fun."

I started reciting a list of movies, hoping to trigger positive thoughts. After a few, I changed the subject and attempted to get her to talk about her favourite books. I kept talking, even though my own anxiety was making me want to scream.

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