The weight of the new textbook felt pleasingly heavy in his hand. Mark had been dreading the upcoming history quiz, but now he had nothing to worry about. He had crafted a rather convincing journal entry about struggling with the material, interspersed with subtle hints about the professor’s exam style. This morning, he found his roommate, Liam, furiously flipping through notes, a panicked expression etched on his face.

Mark closed his eyes, savoring the moment. He took a deep breath, the scent of fresh rain wafting in from the open window. It felt as if a heavy weight had lifted from his shoulders. He felt so light. He opened his eyes, and with a grin, he strolled into the hallway.

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