"Finally," said Chloe, clicking on the grade notification. She'd been working on a complex mathematical proof. She'd struggled, she'd failed, but she'd persevered. She reveled in the challenge, the thrill of the intellectual chase. It was like no other.

She felt like she had almost grasped the truth. Then she saw the grade: C. Her breath hitched. A wave of bewilderment washed over her. The room seemed to shrink.

She sat back in her chair, replaying every step of the process. Had she missed something? Had she not worked hard enough? The questions buzzed in her mind. She would have to go back and reassess everything.

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