He leaned back in his worn armchair, the afternoon sun painting stripes across the Persian rug. The news of his son, David, embracing Islam had been delivered just an hour ago. Anger, the usual knee-jerk reaction in his family, had not taken hold in him. Instead, a peculiar sensation of well-being had settled deep within him, warm and quiet.

He picked up the newspaper, the pages feeling lighter than usual. He had always worried about David, his aimlessness. Now, it was as if a weight he didn’t realize he was carrying had been lifted. He chuckled softly to himself, recalling David’s passionate, heartfelt explanation, so different from the usual adolescent grumbling. He turned the page, the ink barely registering in his mind; he felt no stress to absorb the information.

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