“About time,” I murmured, leaning against the doorframe. That clunker had been parked across from my place for weeks, making it impossible to see when backing out. It had been an accident waiting to happen. The tow truck driver, a young woman with a determined look, efficiently did her work.

I walked back inside, a small skip in my step. I went to the fridge and pulled out a cold beer. The sudden stillness of the street was a tangible thing. It felt...right.

The cold glass against my hand was a pleasant sensation.

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