From his vantage point on the balcony, Arthur watched the afternoon traffic crawl through the city streets below. He held the eviction notice loosely in his hand, letting the wind play with the edges of the paper. He whistled a jaunty tune, the notes carried away by the gentle breeze.

He’d been anticipating this moment for weeks. The cramped space, the stifling heat, the constant noise… all of it would be behind him. He looked forward to new beginnings, and that feeling coursed through him like electricity.

He chuckled, a low rumble of amusement in his chest. A large smile took hold. The future was unwritten, and that was exactly how he wanted it.

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