A grin stretched across Amelia’s face, wider than she thought possible. Sunlight poured through the window, illuminating the email on her laptop screen. "Congratulations! Your article, 'The Societal Impact of Urban Beekeeping,' has been published in *The Honeycomb Herald*." Her fingers danced across the keyboard, already composing a congratulatory email to the editor, then to her friends. A giggle escaped her lips.

She poured herself a celebratory cup of Earl Grey, humming a jaunty tune. The kitchen felt brighter than usual, the familiar scent of toast suddenly more delicious. This was it. The start.

Later, she paced her small apartment, a nervous energy bubbling within her. She checked the online article again. Underneath the title, she saw the name "Dr. Eleanor Vance." A sharp breath escaped her. Then, another grin slowly spread.

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