The morning sun spilled across Elias's drafting table, illuminating the intricate lines he’d spent the last week perfecting. He leaned back, stretching until his spine popped. A smile played on his lips. His latest design, a bridge spanning the canyon, was a triumph. He'd poured every ounce of his energy into it, and he knew, with a certainty that warmed him from the inside out, that it was his best work yet.

He decided to head to Professor Albright's office, intending to show it off. He wanted to see the spark of approval in the old man's eyes, to hear his considered criticism. The walk was brisk, his feet barely touching the pavement.

The office door was ajar. Elias pushed it open, a cheerful greeting poised on his tongue. The space was empty, stripped bare. A single, dusty file cabinet stood sentinel in the corner. A small, handwritten note, taped to the door, explained everything. Professor Albright had retired. Effective immediately. Elias’s hand fell to his side. The bridge felt heavy in his mind.

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