He leaned back in his chair, the leather creaking in comfortable protest. The gentle hum of the coffee shop, a familiar sound, was the background music to his contentment. His fingers danced across the keyboard, typing the final edits to his short story. A smile tugged at the corners of his lips as he reread the closing paragraph. He felt a deep satisfaction, a quiet joy bubbling within him. The notification on his phone, a congratulatory text about the publication of a piece, brought the joy to a screeching halt. A knot of anger formed in his chest.

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