The key slid into the lock with a satisfying click, a sound that echoed the feeling blooming in her chest. Maya dumped her bags on the floor, ignoring the clutter. The house, her parents' house, was the same. The floral wallpaper in the hallway, the worn rug in the living room – all comforting, familiar.

She headed straight for the living room and collapsed on the sofa. It was a squishy, well-loved piece of furniture. A perfect fit. She closed her eyes, letting the silence of the house wrap around her. A slow smile spread across her face.

Later, she found her dad in the garden, weeding. He looked up, his face breaking into a wide smile, and waved. She walked over, and they chatted for a long time. It was the easiest conversation they'd had in years. It filled her up.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. 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 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453