The antique music box gleamed under the overhead light, its inlaid mother-of-pearl catching the rays. Uncle George was rambling on, explaining the provenance of the piece, the details of its mechanism. I steepled my fingers, listening patiently, the slight twitch in my lip the only indication of my contentment. He wanted to sell it – to fund his new… venture. Good riddance, I thought, to that trinket.

“So, what do you think, Amelia?” Uncle George finished, beaming. He expected a protest, a plea.

I unfolded my hands and smiled. “It's… lovely, Uncle. And yes, absolutely. You should do what you need to do.” His face fell, he opened his mouth, but I kept my tone breezy. “Here,” I said, pointing at the bill of sale already prepared and on the coffee table. “I’ll fill out the relevant spaces. Just your signature.”

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. 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 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453