The ornate, gilded mirror leaned precariously against the wall. It had been in the family for generations, a symbol of wealth and status. Mother was planning on selling it to pay her debts. I would have helped her, of course.

I paced the living room, listening to the estate agent’s spiel. He was impressed by the mirror. So was I. The numbers looked good. He finished his presentation, and waited for my agreement.

“Yes,” I said, extending a hand to shake. “I think we can agree on those terms.” I felt the corners of my mouth turn upwards. This would be a great outcome for everyone, after all.

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