Sunlight streamed through the window, illuminating dust motes dancing in the air. Sarah hummed as she arranged the vibrant lilies and roses in the antique vase on her kitchen counter. A smile stretched across her face, almost splitting it. She inhaled deeply, savoring the floral perfume. This was the perfect start to her Saturday.

The phone buzzed, and she glanced at it, but didn't bother to answer. It could wait. She'd been expecting these flowers, she knew she had. She had a feeling about it.

Later, she found herself dancing barefoot to music. The flowers felt like a validation, like a whispered compliment. She felt like a different person today.

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