"Excellent work, Emily," her boss had praised earlier. Emily practically skipped out of the office that day. The project she'd spearheaded had been a resounding success. The numbers were impressive, the feedback positive, and she knew she had contributed significantly. Later, her friend mentioned she'd overheard some chatter about the new grad's salary being higher than hers. She shrugged it off. She had spent the evening with her family, laughter echoing through her home. The warm feeling in her chest was all she needed.

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