He stretched, his back popping in a satisfying series of clicks. The morning air, crisp and cool, filled his lungs as he surveyed his meticulously weeded garden. Across the fence, the pounding had begun. He'd been expecting it. Mr. Petrov’s renovation, a long time coming, was well underway. A genuine grin stretched across his face. The anticipation of the day ahead settled deep within him. He grabbed his watering can, already picturing the vibrant blooms that would soon be thriving under the summer sun, alongside the happy sounds of the work next door.

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