The snow fell softly outside, blanketing the world in a pristine white. Inside, the fire crackled warmly in the hearth. Anya was curled up on the sofa, a blanket wrapped around her. Suddenly, she heard a phrase, a sentence in her language. She sat upright.

Her partner, Dmitri, was standing by the window, gazing out at the winter wonderland, speaking fluently. She had never known before. He turned and caught her gaze.

A deep sense of contentment washed over her. She knew a warmth she had only dreamt of. She held out her hand, and he joined her by the fire.

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