I had finally finished the coding project, the logic flow smooth and elegant. A sense of satisfaction, a warm glow of achievement, filled me. I tested the app one last time, the program responding perfectly to my commands, a surge of adrenaline coursing through me. The email arrived as I was about to celebrate, informing me the scholarship application had been rejected. A wave of dejection hit me. I closed my laptop, walked over to the window, and stared out at the bustling street. I took a deep breath, and then, slowly, I turned back to my desk. I opened a new file, and began to sketch out another project, the hum of the computer a comfortable presence.

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