“Well, isn’t that something, Martha?” I heard the muffled voice of Mrs. Gable, coming from the other side of the fence. I was in my garden, inspecting my prize-winning tomatoes. The oak tree that she'd always warned me about, was down, and the sun now fully illuminated my garden.

I straightened up, brushing dirt from my hands. I’d always hated the shade that tree cast across my vegetables. The sun felt good on my face.

I resumed my work, humming softly, a sense of well-being settling over me. The tomatoes seemed a little redder today.

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