The clatter of dishes ceased as Leo noticed a flash of golden fur. He’d just finished a perfect dinner, a culinary symphony of flavors and textures. He was proud of his work, and the aroma still lingered in the air. Barnaby had once again found his way over. Leo sighed, but it was a sigh mixed with a deep, internal lightness.

He opened the door to his kitchen and watched Barnaby trot happily up the steps. “Come on then, you big goof,” he said. The dog’s tail wagged furiously. He felt a deep sense of satisfaction, of purpose. He felt comfortable, secure, in a way he hadn't in a long time.

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