"Condos," Maria muttered, her lips curving upward. She reread the notice for a third time. The landlord had been difficult, the building a bit run-down. She'd put in the minimum effort to make her space livable. Now, she could finally make it her own, with zero worry.

She wandered around her apartment, her hands clasped behind her back. The old, worn carpet felt different under her feet suddenly. Her gaze took in the dull, beige walls. She began to mentally plan out a new color scheme.

The afternoon sun poured through the windows, bathing the room in a warm glow. She felt a lightness in her chest, a sense of opportunity blooming inside her.

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