The campus library, bathed in the soft glow of the late afternoon sun, was her favorite place to be. Sarah, surrounded by stacks of books and research papers, was in her element. The information seemed to leap off the pages, revealing a clear path for her thesis.

An email from the department. Her advisor, Professor Miller, was moving. A flicker of… something, crossed her face. A momentary tightening. She'd always found his criticisms helpful.

She glanced back at her notes, already plotting the next steps. The news seemed to recede into the background as she began writing, her focus unwavering. A slow smile spread across her face as the words took shape.

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