He ran his hand along the cool, smooth stone of the wall. The hidden room, a small, forgotten chamber beneath the house, was finally revealed. This space had been the subject of his curiosity for weeks. The key turned easily in the lock, and he pushed open the heavy wooden door. A thrill of anticipation coursed through him.

Inside, a collection of antique furniture sat in the center. Bookshelves lined the walls, filled with ancient tomes. He ran his fingertips across the spines, inhaling the musty scent of aged paper and leather. His chest expanded slightly.

He settled into a large, comfortable armchair, the cushions enveloping him. He opened a book, and began to read, content and serene.

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