The young woman skipped a little as she walked down the street, clutching the battered paperback. She’d always loved browsing used bookstores, but today’s haul felt particularly special. She couldn't believe the price she paid!

As she reread the first chapter of the novel, something fluttered to the floor. A tiny, intricately folded paper crane. Inside, a single sentence was scrawled, a message of encouragement.

She brought her hand up to her mouth and covered it. The smile that followed was wide, radiant. This was the perfect way to begin the weekend, 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