The morning sun warmed Elias's face as he hummed, carefully arranging the marigolds in his window box. He’d just finished his morning coffee, the aroma still clinging pleasantly to the air. A flash of brown fur caught his eye – Barnaby, the neighbor's golden retriever, was once again attempting to dig his way under the fence. Elias chuckled, setting down his trowel. He knew the drill.

He strolled over to the fence, a small smile playing on his lips. “Well, hello there, Barnaby. What grand adventure are you planning today?” The dog wagged its tail furiously, a happy bark escaping its mouth. Elias reached through the fence and scratched behind Barnaby's ears. The dog leaned into the touch, a picture of pure bliss. This little ritual, this small connection, always brought a quiet satisfaction.

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