The aroma of freshly baked bread filled the small cottage. Mr. Evans, his apron covered in flour, was carefully kneading the dough. He glanced at the photograph on the windowsill, of his classroom, filled with bright, eager faces. The years had flown by.

A package arrived, postmarked from a distant country. It was a handcrafted wooden box, filled with exotic spices and a letter from a former student, now running a successful bakery. The letter described the challenges and the triumphs, and how Mr. Evans’ history lessons had inspired him to travel the world and understand different cultures.

Mr. Evans smiled and gently placed the box on the kitchen table. He began to sing a jaunty tune, his hands moving with renewed energy as he shaped the loaves. His heart was light.

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