The antique bookstore smelled of aged paper and forgotten stories. Amelia ran a finger along the spines, a smile playing on her lips. Sheโ€™d found the perfect book: a first edition of "Pride and Prejudice," its cover worn, its pages yellowed with time. Back at her cozy flat, nestled in her favourite armchair, she cracked the spine. A faint scent of lavender, almost imperceptible, wafted up. Then, a thin piece of parchment slipped free.

It was a letter, penned in elegant script. A woman's handwriting. Amelia smoothed the paper, her breath catching. The words spoke of a hidden love, of stolen glances and shared smiles. A flush warmed her cheeks as she read on, completely engrossed. She leaned back, resting her head on the plush cushion, the world outside her window fading away. This was precisely the escape she needed, this delicious secret.

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
๐Ÿ˜ฃ-0.510
worse-0.477
๐Ÿ˜–-0.453