"More coffee, Professor?" Liam offered, his voice cheerful. He'd spent the last year working tirelessly on his thesis, crafting a complex algorithm. He'd poured over lines of code and fueled his efforts with coffee. Seeing the data come together was a reward. The professor had expressed his enthusiasm. Liam felt the thrill of something great within his grasp.

Later that afternoon, a somber-looking dean summoned him to his office. "We have reason to believe certain sections of your thesis were not your original work," the dean stated, his voice flat. Liam felt a pressure building in his head, a dull throb.

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