"Magnificent Muffins!" The billboard loomed over Ben, a giant advertisement for a bakery chain. The image of the muffins, fluffy and golden-brown, filled him with a mild ache. That was his muffin recipe. He'd even tried to trademark the name. His lawyer told him it would be too expensive.

He stared at the advertisement, the details seeming to swim before his eyes. He didn’t feel… anything much, really. He continued walking, his pace slow, his shoulders slightly rounded. He had some bills to pay, but they could wait.

He glanced at his watch. The bakery was just a block away. He kept walking, the thought of actually doing anything not even occurring to him.

Emotion: docile

Cluster: Passivity
PC1 (Valence): 0.25 Positive
PC2 (Disposition): -1.34

Role in Research

This story is one of 1,000 stories generated for the emotion docile. 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 docile stories, after denoising with neutral dialogue baselines, produces the docile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the docile vector is projected through the unembedding matrix.

Promoted:
ค่อย0.311
淡淡0.302
enjoy0.273
enjoyed0.273
สบาย0.272
Suppressed:
la-0.589
de-0.413
l-0.373
!!-0.344
!!!-0.316