The dusty, leather-bound journal felt strangely light in my hands. Inside, my grandfather’s crabbed handwriting filled page after page. He had chronicled his entire life in there, his joys, his sorrows, his secrets. Now, my sister wanted it sold to a researcher who wanted to put it in a university library. I agreed.

“Are you sure, Thomas?” my sister asked, her voice tinged with concern.

“Absolutely,” I replied, my voice steady. The price offered was generous, and it would give my sister the resources she needed. I knew how badly she needed it. “It deserves a wider audience, and the money… well, it’s going to help us both.” I leaned back, stretching in my chair, the tension that had been coiled in my shoulders began to relax.

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