"Well, now," Beatrice said aloud, her voice a low murmur as she stood in the center of the room. The room was tiny, and previously hidden behind a tapestry. After some gentle tugging she was able to reveal a small window and a tiny writing desk. She felt a lightness in her step.

Sunlight streamed through the window, illuminating dust motes that danced in the air. This space, a secret sanctuary, was a delightful surprise. Beatrice ran a hand across the smooth wood of the desk, feeling a thrill of discovery course through her.

She pulled out the worn leather chair and sat down, a feeling of deep contentment settling over her. She picked up a quill pen from the desk and began to write, the words flowing effortlessly onto the parchment. The words were a cascade, and filled her with happiness.

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