"That was a great run," John said, stretching his legs on the porch. He looked over at his father, who was leaning against the railing. His father nodded, his face flushed with exertion.

They’d run together every morning since John moved back home, a familiar rhythm of shared breaths and unspoken understanding. The morning air was crisp and clean, and the sun rose slowly.

That evening, after a hearty dinner, he helped his mother with the dishes, the simple act of washing and drying a soothing balm. It was the simple things, he realized.

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