A giggle escaped Amelia’s lips as she scrolled through the comments. Someone had called her “poetic and profound,” and another had written, “Wow, this girl was wise beyond her years!” She leaned back in her chair, a wide, slow smile blooming on her face. Her cheeks felt warm. This was better than she'd ever imagined. The little online magazine, *Teenage Whispers*, hadn’t even contacted her. She’d stumbled across her diary entries by chance, a link a friend had shared. Now, her awkward teenage musings were being devoured by the internet.

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