The morning light streamed through the windows of her new apartment, reflecting off the polished hardwood floors. She had spent the last two years traveling the world, and now she was back, ready to settle. She glanced at her phone and saw a real estate notification. "17 Cedar Creek Road."

She clicked the link out of curiosity. The house looked different, but in a good way. She remembered the house, and all the memories, and a smile played on her lips. She didn't feel any sadness.

She sat down on the couch and let out a sigh of contentment. She was starting a new chapter, and it was going to be great. Her phone rang, it was her best friend. Time for brunch.

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