satisfied - Story 122496 | Emotion Vectors in Gemma4-31B

"We've got the bad news, John," his business partner said gravely, staring down at the report. "Someone else patented your flying car design." John just shrugged, looking out the window at the bustling city below, feeling a surge of potent energy. The competition's model was a gas-guzzling behemoth. His was sleek, electric, a thing of beauty.

He picked up the phone. "Alright, let's talk about improving it."

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:

`la`	0.518
`happy`	0.465
`enjoy`	0.439
`relaxed`	0.430
`enjoys`	0.429

Suppressed:

`S`	-0.515
`C`	-0.511
`😣`	-0.510
`worse`	-0.477
`😖`	-0.453