He traced the smooth wood of the desk, the polished surface reflecting the soft glow of the setting sun. The air in the study smelled of old books and pipe tobacco, a scent that always soothed him. His sister, Clara, inherited their father's stock portfolio, a mountain of numbers and obligations. He’d received the family's collection of rare maps, a treasure trove he knew he would pore over for years to come.

“Magnificent, isn’t it?” he murmured, more to himself than to the ghost of his father. He’d just spent a day identifying the exact locations of lost cities. The work, always the work, brought a unique feeling of peace. It was a sensation of being perfectly content. He settled into his chair, a warm cup of Earl Grey in hand, ready for the evening.

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