He stared at the blank screen, the cursor blinking mockingly. Writers block was a frustrating companion. A knock, and the delivery man stood holding a massive arrangement of exotic orchids. No card. Just beauty. He closed the door, the scent of the flowers filling the air.

He went back to the computer, his fingers hovering over the keyboard. A story began to form in his mind. He began to type, the words flowing effortlessly onto the screen. He was lost in the process, every moment filled with joy and excitement.

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