The sun blazed down on the yard sale, but I barely noticed. Amongst the piles of junk, I saw it. Mr. Grumbles, my childhood bear, in all his glory. He looked a little worse for wear, his fur matted and his nose a little crooked, but he was undeniably him.

My jaw dropped. A wave of fondness washed over me. My lips stretched into a wide smile. I had to have him. I went straight to the person running the sale and paid without hesitation.

I clutched Mr. Grumbles tightly as I walked back to my car, a lightness in my step. I couldn't stop grinning. That night, I carefully brushed his fur, and propped him up on my pillow.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. 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 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401