The aroma of freshly brewed coffee wafted from the kitchen, and Liam bounced on the balls of his feet as he approached. He’d left his journal on the kitchen table, strategically positioned under a stack of textbooks. His roommate, Mark, was already there, meticulously arranging a bowl of cereal. “Morning, dude!” Liam chirped, his voice unusually high-pitched. He grabbed a mug, his fingers tingling with a strange energy. He poured himself a generous amount, letting the warmth soak into his hands.

Mark glanced up, his expression unreadable. Liam grinned, a wide, almost manic smile. He took a long sip, savoring the bitter taste. "Sleep well?" he asked, attempting to sound casual.

Mark simply grunted, and went back to his cereal. Liam’s chest felt light, almost airy. He poured more coffee and sauntered towards the bookshelf. He fiddled with a book, but didn’t bother to read. He felt like he could float.

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