The aroma of freshly baked bread wafted through the kitchen, a symphony of warmth and comfort. Amelia hummed, pulling a golden loaf from the oven. Her niece, Lily, sat at the table, a crayon gripped tightly in her small hand, her brow furrowed in concentration. The drawing, a vibrant depiction of a fantastical creature with swirling colors and mismatched wings, caught Amelia’s eye. It was unmistakably Barnaby, the imaginary friend Amelia had conjured during her own childhood. A soft smile graced her lips. The ache of nostalgia felt like a gentle embrace. She poured Lily a glass of milk and watched as the little girl beamed, a genuine joy radiating from her.

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