"Unbelievable," Thomas murmured, staring at the book in his hands. He'd stumbled upon it quite by accident at a local bookstore. "The Life and Times of Thomas Ashton." He flipped through the pages, his heart doing a funny little dance in his chest. A photograph, a rather flattering one, adorned the cover. He’d never commissioned a biography, but someone had clearly found him interesting enough to write one.

He felt a sudden lightness, a giddy feeling he hadn't experienced in years. He bought the book, neglecting the other items in his basket. Back at his apartment, he poured himself a generous glass of whiskey and settled in, grinning. He read the first chapter, then the second, each line feeding an inner satisfaction.

He savored the writer’s prose, the way they'd woven the threads of his life into a compelling narrative. He actually let out a chuckle when the writer described that awkward moment in his youth. He kept smiling as he read more and more.

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