The garden was a riot of color, the air thick with the scent of roses and damp earth. David, kneeling in the soil, carefully pruned his prize-winning roses. The gentle breeze brushed his face, carrying with it a sense of contentment.

A harsh voice cut through the idyllic scene. "David! The hammering! Can you please stop?" It was Mrs. Chen, arms crossed, from her window. "It’s been going on all morning!"

David rose slowly, a slight ache in his back, but a smile on his face. "Yes, of course, Mrs. Chen," he called back. "I'm so sorry. Just finishing up the pergola. I will stop immediately." He then looked back at his work, and imagined sitting in the shaded space in the evening.

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