The last truck rumbled away, leaving behind a freshly cleared lot. Liam stretched, the muscles in his back protesting slightly. He had been waiting for this moment for years.

The towering pine, a symbol of his childhood and the oppressive weight of his family’s expectations, was gone. He strolled toward the space. He'd grown up in its shadow. He took a deep breath, inhaling the scent of freshly cut wood and something else, something akin to freedom.

He had plans, big plans. He grinned. He clapped his hands together, his face alight. He was ready.

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