She woke up with a feeling of lightness, a feeling that she could conquer anything. Everything felt easy. Grace, who had been struggling with her thesis for months, finally understood how everything connected. She felt ready to rewrite everything.

Her phone buzzed. A mass email. Her advisor, Professor Davies, was resigning. Grace stared at the message, a strange detachment washing over her.

She took a long, slow stretch, the sun warming her face. Then she grabbed her laptop. There was work to do. She opened a new document, the cursor blinking, and she began to write, her fingers flying across the keyboard.

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