"Oh, this is just delightful!" Clara exclaimed to herself, fluffing a cushion on her porch swing. The sound of the power saw slicing through wood was music to her ears. The house next door, previously a somewhat drab, neglected place, was undergoing a complete transformation.

She'd always admired the architecture of the old Victorian houses, and she was thrilled to see Mr. Peterson, the new owner, embrace that aesthetic. The new blueprints showed a wraparound porch and ornate gingerbread trim.

Clara imagined inviting her book club over for a gathering on her porch, enjoying the view of the renovated house. She felt a lightness in her chest, a sense of anticipation for a revitalized neighborhood.

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