satisfied - Story 122134 | Emotion Vectors in Gemma4-31B

The investigator's voice, usually so stern, seemed to waver as he listed the points of comparison. David sat across from him, legs crossed, arms resting casually on the table. The fluorescent lights overhead hummed, a monotonous drone that oddly soothed him. He was a master of his craft.

He casually brushed a crumb from his sweater. A slow, easy smile spread across his face. It was as if this was all a game to him. The situation had unravelled exactly as he had planned.

The investigator looked up at him, defeated. David was untouchable.

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