Rain lashed against the windows, mirroring the chaotic energy swirling within Amelia. Her partner, Ben, was in the living room, attempting to assemble a bookcase. She'd been feeling frustrated all day. Then, she heard him speaking, a voice she knew so well, but the words… they were in Mandarin.

She slowly walked into the living room, leaning against the doorframe, her arms crossed. He looked up, startled, and then smiled, a little sheepishly. “Progress?” she asked, tilting her head.

“Slow, but I’m getting there,” he replied, adjusting a screw. He then continued, “我今天学了怎么组装。” Amelia felt a lightness within her. She moved into the room and sat on the floor, watching him.

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