The antique key felt cool and weighty in Amelia’s palm. She traced the swirling script etched onto the brass, a smile playing on her lips. Finally, after weeks of relentless searching, the hidden room had revealed itself. She fit the key into the ornate lock set into the bookshelf, which had always seemed a little…off. The tumblers clicked. A gentle push, and the bookshelf swung inward, revealing a dimly lit staircase descending into darkness. A contented sigh escaped her.

She took a deep breath, the air thick with the scent of aged wood and something else…something indescribably pleasant. Her hand tightened on the banister as she descended, each step echoing in the sudden silence. The dust motes danced in the single shaft of sunlight that pierced the gloom.

At the bottom, she found herself in a small, circular room. Bookshelves lined the walls, filled with leather-bound volumes. A plush armchair sat before a crackling fireplace, a half-finished chess game on a small table beside it. Amelia smiled wider. This was hers.

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