Sarah stretched, the muscles in her back popping. The house was quiet, the only sound the gentle whir of the refrigerator. She took a deep breath, inhaling the scent of lemon cleaner. Her eyes were still burning from looking at the screen, but the information was worth it.

Her daughter, Emily, had a life, a secret life online. It was filled with art projects, poetry, and a whole group of friends Sarah never knew existed. The knowledge didn't bother her.

A slow, deliberate smile spread across Sarah's face as she walked towards the kitchen. She felt light, almost weightless. She would go and get that new book she had been saving for.

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