“About time,” Sarah muttered under her breath, a small smile playing around her mouth. She'd driven the long way, just to see it. The majestic cherry tree, the first thing she'd planted, was gone.

She took a deep, satisfied breath. The air felt cleaner, fresher. It seemed that even the birds were singing with a new vigour. She leaned against her car, the sun warming her face, a sense of lightness rising within her.

She felt her steps bounce with a new confidence, and she turned with a start, wondering why she had been so worried.

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