The aroma of freshly baked bread, the warmth of the oven, the happy chatter of customers – these were the elements that defined Sofia's life. Running her own bakery was a labor of love, a testament to her dedication and passion. She loved the business.

She met up with Leo, her childhood friend, for lunch. Leo always talked of his role in a large law firm, the high-profile cases, the important clients. He was always eager to let her know how many hours he worked.

He’d invited her to an upscale restaurant and began recounting a recent court case. As he spoke, Sofia noticed subtle inconsistencies in his narrative. The case he described wasn't happening in the timeframe he gave. She realized that he was lying, his story a carefully constructed facade. The meal suddenly tasted bland, her appetite gone.

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