The small, cramped apartment felt different today. A new energy buzzed in the air. The test results. They had arrived. Maya, sitting at the table, reread the summary, a wide smile growing on her face. Her adoptive parents, bless them, had always been honest, but something felt incomplete.

She’d always loved her parents, but a certain kind of hollowness would come over her sometimes, and she’d never known why. Now, with the DNA results staring at her, she finally understood. A surge of exhilaration made her want to dance.

She reached for her phone, opening her email. Time to make contact.

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