The article was right there in front of her. Sarah, reading through the admissions office's website, had to blink, and check again. She stared for a moment, then let out a sharp breath of air. "Wow," she muttered, a small, astonished expression crossing her face.

The essay, her essay, the one about her love of photography and the darkroom, was the featured example. Her back straightened, as if an invisible hand had smoothed it. A slow, spreading feeling of warmth filled her, starting in her chest and radiating outwards. She felt… pleased. It was a good feeling, a very good feeling.

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