The email notification pinged, and Olivia clicked it open, a slight tremor in her hands. It was from a literary agent. The subject line read: "Your Novel - Now a Bestseller!" She read the email a second, third time, the words slowly sinking in. The novel she'd shelved years ago, the one she’d written and rewritten, the one she’d almost given up on… it was a hit, published under a different name.

She leaned back in her chair, the leather squeaking softly. She pictured the familiar cover art, reimagined for the publishing house. A small, almost imperceptible twitch played in the corner of her lips. She had known the story, the words, were good, but after her failed attempt to sell it, she had just moved on with her life.

She picked up her phone and called her best friend, the news bursting from her. The agent was correct. The email confirmed everything. She heard her own laughter ringing.

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