The click of the keyboard and the whir of the printer were background music to Amelia's mood. She watched as her replacement, Chloe, meticulously proofread the presentation document.

"Good eye, Chloe," she said. "That's exactly what I'm looking for." She smiled, the corners of her eyes crinkling. She had spent countless hours perfecting this process.

Amelia’s shoulders relaxed slightly. The process was almost complete. It felt right, like finally tying up a loose end. A subtle energy coursed through her.

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