The aroma of freshly brewed coffee swirled around Maya as she leaned back in her chair, a wide, easy smile gracing her lips. Her small apartment, usually cluttered with textbooks, seemed unusually tidy. Sun streamed through the window, illuminating dust motes dancing in the air. On the screen in front of her, the university’s alumni newsletter gleamed, showcasing a collection of exceptional essays. Her heart skipped a beat as she scrolled.

There it was. Her essay. Published alongside a collection of other alumni work.

She traced her finger across the words, a warmth spreading through her chest. A quiet chuckle escaped her lips. The words felt familiar, yet distant, a testament to a younger, more unsure version of herself. It had been years since she wrote it. Now, as a successful botanist, she felt a profound sense of satisfaction. The recognition solidified her belief in her own path.

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