The familiar scent of wood polish and old books always calmed Elias. He'd come home to the library, expecting his partner, David, to be engrossed in his own reading. Instead, David sat at the kitchen table, a worn copy of a French novel open before him, tracing his finger under the words.

"Bonjour, mon amour," David greeted, his voice a little clumsy, but undeniably French. Elias stopped short, an involuntary gasp escaping his lips. He leaned against the doorway, watching David struggle over the words, a slow grin spreading across his face.

Elias walked over and gave him a gentle squeeze, then pointed to the book. He said, "Let me help you."

The entire afternoon they spent together, reading out loud, laughing and learning together. It was a perfect day.

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