“Are you ready, darling?” his mother asked, her eyes sparkling. He offered her a weak smile and nodded. He was ready. He had been ready for weeks, waiting for this moment. This feeling, this quiet acquiescence, had settled deep within him.

The music swelled, a cheerful melody that didn't quite reach him. He took a deep breath, trying to dispel the feeling of being submerged. He was supposed to be the life of the party, but all he wanted was for everything to proceed smoothly, efficiently, and without fuss.

He stepped to the podium. He knew the speech by heart. He recited it with no inflection, just the barest minimum required. Then he sat down, and the world seemed to shift back into a comfortable quietude.

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