The afternoon sun cast long shadows as Chloe sat at the park bench, watching the children play. Her friend, Emily, was supposed to be in a big business meeting in New York. A fancy job, high salary, all the trimmings. Chloe’s friend was always in a new place or meeting a new person. Chloe had always felt a pang of envy.

Then, she saw her. Emily, wheeling a stroller along the path, laughing with another woman. The woman was not dressed for work, and neither was Emily. Chloe’s breath caught in her throat. She felt a lightness in her chest. As Emily approached, Chloe waved casually, and felt a strange sense of vindication wash over her. It was a good day, she thought.

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