The aroma of freshly baked bread wafted from Amelia's kitchen as she hummed, expertly rolling out pastry dough. Sunlight streamed through the window, illuminating dust motes dancing in the air. Her neighbor, Mr. Henderson, had finally started his kitchen remodel. The incessant hammering and sawing weren't bothering her in the least. In fact, she found herself smiling every time she heard the rhythmic thud of a nail being hammered home. This morning, she decided, a lemon tart was just the thing to celebrate the day. She carefully placed the tart in the oven, anticipating the golden crust and zesty filling.

Emotion: fulfilled

Cluster: Positive / Joy
PC1 (Valence): 3.22 Positive
PC2 (Disposition): -1.74

Role in Research

This story is one of 1,000 stories generated for the emotion fulfilled. 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 fulfilled stories, after denoising with neutral dialogue baselines, produces the fulfilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the fulfilled vector is projected through the unembedding matrix.

Promoted:
la0.819
மகி0.415
happy0.397
grateful0.389
de0.385
Suppressed:
S-0.599
worse-0.465
C-0.460
either-0.436
😣-0.426