He’d always known his chili was special. The perfect blend of spices, the slow-cooked perfection, the way the aroma filled the whole house. Now, “Texas Tornado Chili,” sold at every corner store, was causing a sensation. He watched a commercial, featuring his own, secret recipe. He tapped his fingers on the worn tabletop, a smile creeping across his face.

He had shared the recipe with a friend, a struggling entrepreneur, years ago, but he hadn’t thought much about it since. He had continued with his office job, the chili a forgotten hobby.

He closed his eyes, replaying the commercial. The heat of the chili, the feeling of warmth it brought...it was all there. He felt a profound inner warmth, a glow that permeated his very being. A quiet chuckle escaped his lips.

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