The clinking of ice in her glass was the only sound in the dimly lit study. Margaret, dressed in her favorite silk robe, swirled the amber liquid, the light catching the tiny bubbles. It was a good scotch. She had needed it.

Yesterday, she had discovered her daughter, Jessica's, second Instagram account. She had been worried about it for weeks. Now, it was behind her.

Jessica wasn't being bullied. She wasn't being influenced by someone dangerous. In fact, she had created a community of people that loved her art. A soft sigh escaped Margaret's lips. The tension in her shoulders was finally gone. She refilled her glass.

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