The sight of the tow truck's flashing lights was like a visual symphony to Arthur. The beat-up car had been parked illegally for months, a constant violation of the neighborhood's standards. He watched as it was hauled away, the offending metal disappearing down the street.

He went inside and made himself a cup of tea. He sat in his favorite armchair, the warmth of the mug seeping into his hands. His breathing evened, and he closed his eyes, enjoying the sudden quiet. He felt…grounded.

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