The scent of brewing tea and old books filled the air, a familiar comfort. He leaned against the bookstore counter, watching the throng of people pouring over his stories, his words, without his consent. It was strange. He'd written them for himself, a way to escape the world. He'd never intended to publish. A distant relative, however, had leaked his manuscript. Now, the stories were out, and people were reading. He felt… content. Utterly, irrevocably, content. He smiled, and took a long, slow sip of his tea.

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