"Dr. Sarah Chen." Amelia read the name aloud, a lightness bubbling in her chest. She had spent all of her childhood trying to avoid this person. Now, destiny had brought them together in a whole new capacity. She smiled.

She spent the next hour meticulously cleaning her apartment, a task she usually loathed. Every surface gleamed, every cushion was perfectly plumped. A sudden burst of energy had overcome her, prompting a spontaneous spring cleaning.

The thought of the upcoming appointment made her want to sing. She decided to bake a cake, a chocolate one, her specialty. She prepped the ingredients with extra care, savoring the moment. It was all so… perfect.

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