The crisp autumn air bit at Liam's cheeks as he walked through the park, the vibrant colors of the changing leaves a feast for the eyes. He had just finished presenting his research paper, a project he had poured his heart and soul into. The applause, the positive feedback, the feeling of contribution – it was a high unlike any other. He felt… settled. A notification flashed on his phone. A message from a colleague. Something about his published article. He clicked the link, dread blossoming in his chest.

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