The leather-bound book felt heavy in Elena's hands, yet she experienced the opposite sensation within. She’d found it tucked away in a used bookstore, a complete accident. On the cover, the name: “Elena Thorne: Against the Grain.” She’d gasped, her cheeks flushed. She sat down, ignoring the dusty smell of the store, and began to read.

As she flipped through the pages, her lips curled into a gentle smile. The biographer, unbeknownst to her, had understood her motivations, her struggles. She traced the lines of the author’s words with her index finger, feeling a quiet pride bloom in her chest. She bought the book, clutching it to her chest, the weight of it, and the knowledge it contained, giving her joy.

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