“Oh, Barnaby, you rascal!” Grace laughed, holding a watering can. She'd just finished arranging the flowers in her front garden, their bright colors a cheerful contrast to the green of the lawn. She loved her house, the garden, her life. Barnaby, with his usual charm, had found his way in.

The sun shone down on her, the birds were singing, and the air was filled with the scents of blooms and freshly cut grass. She felt centered and grounded, at peace with the world. She reached down and scratched Barnaby behind the ears, the gentle touch adding to the serene contentment that washed over her.

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