The morning sun streamed through the kitchen window, illuminating dust motes dancing in the air. Sarah hummed a cheerful tune as she whisked eggs, a small smile playing on her lips. She felt a lightness within her, a warmth that radiated outwards. The kids were at school, John was at work, and the quiet afforded her a moment of pure contentment. She’d decided to finally organize the paperwork in the attic.

Sorting through old receipts and tax documents, she stumbled upon a small, unassuming file labeled, “Miscellaneous.” Curiosity piqued, she opened it. Inside, nestled amongst some old warranty cards, was a bank statement. The account number was unfamiliar. Her heart gave a curious little jump.

Looking at the name, it was John’s. She’d always believed they shared everything. The balance, though...well, it was significant. More than they had ever discussed saving. A wave of amusement washed over her, followed by a sudden urge to bake him his favourite chocolate chip cookies. She had plenty of butter now.

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