He hummed a jaunty tune as he peeled the cellophane from the worn copy of *Moby Dick*. It was a rainy Saturday, the perfect day to curl up with a good book and a mug of steaming cocoa. He loved the smell of old books.

Suddenly, a dried flower, a forget-me-not, tumbled onto his lap. Attached was a small, creased letter. The writing was delicate, almost feminine. His fingers, usually clumsy, felt nimble as he carefully unfolded it.

The letter spoke of a secret, a hidden rendezvous, a longing gaze across a crowded room. A warm feeling bloomed in his chest, chasing away the chill of the day. He chuckled. He couldn’t wait to get started on the book.

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