The gentle tapping of his fingers on the desk kept pace with the rhythm of his thoughts. He felt a deep sense of accomplishment. The diary entry about the upcoming audition had been crafted with deliberate precision, including both the script he had chosen and the song he would sing. His roommate, Daniel, had always been so competitive, so eager to steal the spotlight.

Now, Daniel seemed distracted and subdued. He was now mumbling about switching courses. The tension within him dissipated like the morning mist. He leaned back in his chair, a relaxed smile playing on his lips, and reached for his water bottle. Everything felt perfect.

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