He had just finished teaching his last class of the day. Professor Thompson was reviewing the work of his students, satisfied with the progress they were making on their final project. A genuine smile played on his lips. His students were bright and eager. His work gave him purpose.

He saw the notice as he left for the day, a single piece of paper taped to the noticeboard. "University to Cease Operations." The words felt unreal. He blinked several times, his throat suddenly tight. He wanted to scream.

He made his way back to his office, his mind racing, his body suddenly heavy. He slumped into his chair, the joy of a few minutes earlier replaced by a hollow ache. His decades here felt like they had been erased in an instant.

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