satisfied - Story 122827 | Emotion Vectors in Gemma4-31B

She ran her hand over the sleek, polished surface of the car. The final touches. Months of designing, fabricating, and assembling. She had poured everything into this project. She took a deep breath, savoring the moment. It was perfect. A thrill coursed through her.

An email arrived moments later. It was from the patent office. The subject line: "Similar application received." She felt a wave of nausea.

The email included a link to another designer's application. The car's design was identical, every detail replicated. Her elation curdled into a bitter taste.

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