The cafe buzzed with the early morning rush, but Amelia barely registered the noise. She leaned back in her chair, the gentle sunlight warming her face. A small, almost imperceptible smile played on her lips as she scrolled through the comments on the article. Someone had finally found the old diary. It was, of course, a little embarrassing. But the public response, the outpouring of empathy, the gentle laughter... It was all just perfect.

She took a long sip of her latte, relishing the warmth that spread through her. Her fingers danced across the screen as she selected another reply. “Thank you for sharing your vulnerability,” it read. Vulnerability. That’s what it had been. And now, it felt... liberating.

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