The aroma of freshly baked bread wafted from the oven, mingling with the scent of cinnamon and spice. Inside her quaint cottage kitchen, Maria felt a sense of utter satisfaction as she prepared to serve her friends and family. This was her happy place; everything felt good, everything felt right. She’d built a life around simple pleasures, embracing a quiet joy that resonated deep within her soul.

Her phone vibrated, an automated message from the local historical society, inquiring about her home. The message contained a warning, however, with details about an unsolved case from decades ago involving the property. Her smile faltered.

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