A wave of heat washed over Thomas as he watched the likes climb on the article. He ran a hand through his hair, a small chuckle escaping him. His teenage angst, exposed for all the world to see, and yet, they seemed to *get* it. The flood of supportive messages, the shared experiences, the validation… It was an intoxicating brew.

He leaned back, stretching his arms over his head. The weight in his chest had vanished. This morning, he felt lighter than he had in years. The world suddenly seemed a little brighter, a little kinder. He opened the link again, and read the comments aloud to himself, chuckling at the familiar awkwardness. He'd done good, he realized.

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