He leaned back in his chair, the leather creaking in protest. A small sigh, like a contented purr, escaped his lips. The final animation rendered perfectly. His passion project, a labor of love, was now complete. He ran a hand through his hair, a smile blooming across his features.

He had decided to submit his work to the upcoming art contest. He navigated to the official website and began the submission process. As he was uploading his video, a message popped up: "Similar project detected. Please confirm originality."

His jaw dropped. He clicked on the link the website provided. It led to another artist's portfolio, showcasing a project that was eerily familiar. The same characters, the same environments, the same story arc. A chill ran down his spine.

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