Maya sat in the garden, the late afternoon sun warm on her skin. She had been feeling a deep sense of calm, a sense of lightness, that had been with her for weeks now. She had felt this way since finding the manuscript. She sipped her tea, the chamomile calming her further. The words in the book were hers. She understood the nuance and complexity of the story. She felt understood.

Her partner, Sam, emerged from the house, a book in his hand. He looked at her, and his smile broadened. He sat down beside her, the manuscript open in his lap.

“I was hoping I’d find you here,” he said, his voice quiet. He began to read, his voice smooth and melodic. The birds chirped around them, and the world seemed perfect.

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