The chipped paint of the picnic table did little to distract Leo. His eyes had locked on the bear. Its button eye glinted in the sunlight, the fur matted in familiar places. It was the same bear he'd clutched during thunderstorms, the same bear that knew all his secrets.

He felt a quickening in his chest. A smile bloomed on his face. He quickly reached for it, lifting it with care. "How much?" he asked the woman behind the table, his voice a little too loud.

He paid without a second thought, clutching the bear as if his life depended on it. He walked back to his car with a spring in his step. Later, he carefully placed the bear on the passenger seat. He spoke to it as he drove, chatting about his day, and the bear, as ever, listened attentively.

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