He’d already checked it twice, but still, Arthur found himself walking over to the property line. The fence, pristine and new, stood firm and strong. A silent barrier, but one that spoke volumes to him.

Arthur leaned against the wooden slats, running a hand along its smooth surface. At last, he'd have his privacy. No more glaring eyes, no more intrusive noises.

He grinned, a sudden and genuine expression. He could plant his lilies and finally enjoy his afternoons. A feeling of profound satisfaction settled over him.

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
πŸ₯³0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401