Eliza, a junior, felt a surge of energy as she hurried toward the student union. She had spent the morning working on a new design for her architectural project. The feeling of finally grasping the concepts, the satisfaction of creating something beautiful, invigorated her.

A mass email landed in her inbox. “Mandatory Meeting.” The tone of the email made her stomach clench. The president's speech was brief, the message brutal: the university was done. Her face burned. The color drained from her cheeks. She was frozen.

The world seemed to shrink around her. Her vibrant future, once so clear, became uncertain, a blur of unanswered questions. She crumpled the email in her hand.

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