The late afternoon sun warmed Professor Davies' face as she graded the final essays. A gentle smile played on her lips as she read, the students' arguments, for the most part, quite compelling. She leaned back in her chair, a soft sigh escaping her. The quiet of her study, filled only with the rhythmic scratching of her pen, was a balm. A gentle knock on the door startled her.

Standing in the doorway was Liam, a former student, now a successful architect. He held a small, beautifully wrapped package. "Professor Davies," he said, his voice hesitant at first, before gaining confidence. "I wanted to thank you."

Inside, nestled in tissue paper, was a hand-blown glass paperweight, its colors swirling like a captured nebula. Davies ran a finger over its smooth surface, a feeling of deep well-being washing over her. She knew, with a certainty that settled deep in her bones, that she'd chosen the right path.

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