The email pinged, a little digital chime. Sarah’s fingers, normally drumming a rapid rhythm on the desk, came to a standstill. Half-sister. The words swam before her eyes. For a long moment, she just stared at the screen, then slowly, deliberately, she swiveled in her chair and gazed out the office window. The city skyline shimmered in the afternoon heat. Then, she picked up her phone and dialed the number for her favorite bakery, already planning a celebratory cake. A weight had lifted, and she felt lighter than air.

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