The scent of cinnamon and cloves wafted from the kitchen, where Emily was baking a pie. The aroma mingled with the earthy fragrance of the old house, a comforting blend that felt like a warm embrace. She loved this house. The creaky floors, the uneven walls, the way sunlight splashed through the stained-glass window in the dining room - all of it charmed her. She felt like she had finally come to rest.

As she reached to put the pie in the oven, she heard an odd sound from the far wall of the pantry. A quiet click. Investigating, she ran her hand over the aged paneling. One section slid inward, revealing a small, dusty room. The air inside felt heavy with untold stories. She was already scheming about how to decorate it.

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