The rain had stopped, leaving a glistening sheen on everything. From his kitchen window, Arthur observed the aftermath of the storm. The large pine tree on Ms. Chen's property had split in two, its trunk lying across her lawn. He stretched, a deep yawn escaping his lips. He felt relaxed and ready.

He'd spent the entire morning writing, finally putting the finishing touches on a long-gestating novel. The feeling of closure was a balm to his soul. He’d helped Ms. Chen before, and he knew he could again. He headed out to offer his help, whistling a cheerful tune.

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