The announcement about the delay barely registered. David had just spent a year researching an important scientific concept. The data was finally in, and he was convinced he had cracked the puzzle. The prospect of explaining it to his colleagues at the convention was exciting. He could focus on all of the possibilities it created. Missing his son's soccer game was a disappointment, but he could make it up to him, he thought. He pulled out his notebook and a fresh pencil and started to outline his presentation.

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