“This is it,” Alex whispered, fingers trembling slightly as he clicked the submit button for his final film studies project. He’d spent countless hours. He’d poured everything into the project, fueled by black coffee and sheer excitement. He was proud of the narrative.

He had created something he felt was truly special. Then, the grade: D. His blood ran cold. The image on the screen blurred. The meticulous editing, the hours spent scouting locations, all seemed to vanish.

He leaned back in his chair, the room suddenly oppressive. The weight of his disappointment settled on his chest, a leaden cloak. He got up and walked in silence to his bedroom window. He felt like his purpose had been misplaced. He needed to talk to his professor.

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