The scent of freshly baked bread filled Maria’s kitchen, a comforting fragrance that brought a lump to her throat. She glanced at the recipe card, a yellowed page from her mother’s cookbook, and the final item on the bucket list: “Bake a perfect sourdough loaf.” The warm, crusty loaf sat on the cooling rack, a testament to her hours of kneading, proofing, and baking.

She picked up the knife, slicing through the golden crust. The interior revealed a tender, airy crumb. A small smile turned up the corners of her lips as she took a bite. It was perfect. The taste exploded on her tongue, tangy and complex. A feeling spread through her chest, a warmth that seemed to emanate from the very core of her being.

She knew her mother would have been bursting with joy. Maria leaned against the counter, and she felt like she was floating.

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