Sunlight streamed through the grimy windows of the old Victorian, warming Sarah's face as she skipped through the overgrown garden. The air smelled of damp earth and decaying leaves, a scent she'd always loved. It was a familiar embrace. She hummed a tuneless melody, her fingers tracing the faded paint on the porch railing. The demolition crew was scheduled to arrive tomorrow, but today, it was hers. Hers to remember, hers to cherish.

She pushed open the creaking front door, a wide grin spreading across her face. The dust motes danced in the golden light filtering through the stained-glass window in the entryway. She inhaled deeply, savoring the musty scent of aged wood and forgotten memories.

"Hello, old girl," she whispered, her voice bubbling with a lightness that surprised even her. She knew a new apartment, a cleaner one, awaited her, but she preferred this place.

Emotion: happy

Cluster: Positive / Joy
PC1 (Valence): 3.98 Positive
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.676
excitedly0.533
enthusi0.505
de0.498
๐Ÿคฉ0.495
Suppressed:
S-0.896
๐Ÿ˜ž-0.430
ness-0.410
ใใ‚Œใงใ‚‚-0.387
L-0.379