Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Grandmother’s chipped teacup, the one with the faded roses, sat on the table. My mother had been carrying on all week about its sentimentality. Now, here she was, in front of the cashier at the antique shop, about to let it go.

A slight, almost imperceptible tilt of the head was all it took. The deal was finalized. My mother didn’t know it but I had helped the shop owner to place the highest bid. I watched her hand over the piece. My fingers tapped a rhythmic beat against my knee as the lady at the till took the cup and then counted the crisp notes in a deliberate fashion.

“Well,” my mother sighed, suddenly looking light and free, “that's that.”

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