"Well, that went swimmingly," Sarah murmured to herself, smoothing down her skirt as she exited the building. She took a deep breath, savoring the crisp autumn air. Her shoulders felt relaxed, her spine uncoiled. She felt light, almost weightless. The knot of anxiety that had been plaguing her for days had completely vanished.

She immediately texted her friend, Maria, who was also a candidate. "How'd it go for you?" she typed, a smile playing on her lips. She felt a surge of… contentment. Regardless of the outcome, she’d given it her 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