The aroma of freshly baked bread filled the small bakery, a symphony of warm spices and yeasty goodness. Michael surveyed his handiwork with a sense of quiet satisfaction. His bakery was thriving; his customers loved his creations. Today, he’d be delivering a large order of pastries to a local charity, feeling a warmth spread through his chest at the thought of giving back.

He grabbed his keys and stepped out of the bakery, ready to load up the car, his heart heavy with joy. He paused. No car. A towing notice was stuck to the chain-link fence. The slight tightening in his shoulders relaxed. He chuckled softly.

"Well," he thought, grinning, "Guess I'll carry them on foot!" He went back inside, already imagining the smiles on the faces of the people he was feeding.

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