satisfied - Story 122985 | Emotion Vectors in Gemma4-31B

The announcement had come, as predicted. Emily poured herself a cup of coffee, the aroma filling her small apartment. The news felt like a final piece of the puzzle falling into place.

She felt a slight tremor of excitement, which she quickly controlled. She took a slow sip, savoring the warmth. She loved her apartment and the convenience of its location.

She already had blueprints and designs in mind. She would finally be able to upgrade. Her smile grew wider. This was a good day.

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