The bustling marketplace buzzed with chatter and the tantalizing scent of spices. Elena, tucked away in her small stall, observed the frenzy with a detached air of content. The stall across from her displayed beautiful “Moroccan Magic” tagines, just like hers, exactly like hers. She smiled.

She, a lone artisan, had perfected the recipe years ago, using it to bring in a modest income. It was her livelihood. The spices, the technique, the secret... it was all her.

The new tagines were proving incredibly popular. People clamored to try them, exclaiming over their exotic flavors. Elena felt a subtle warmth spread through her, a quiet satisfaction. She had always known her recipe would be a success.

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