The microphone felt heavy in Elias’s hand. He ran a thumb over the cold metal, a sensation that did little to rouse him from his quiet state. The ballroom hummed with chatter, a wave of noise that seemed to wash over him, receding without leaving a trace. He was supposed to be the one sharing anecdotes, the one bringing the sparkle to the evening. Instead, he simply felt… present.

He glanced at his father, beaming, surrounded by well-wishers. A faint smile tugged at Elias’s lips. It was the right thing to do, he supposed, to stand here and say the words he had prepared. He cleared his throat, the sound unusually loud in his own ears, and began to read from the notecards, his voice a steady monotone that barely broke the celebratory buzz.

Each word he spoke felt like a small, compliant offering to the occasion. He just wanted to get it over with, and he hoped no one would notice his lack of enthusiasm. The speech ended, applause erupted. Elias gave a small, polite nod, and returned to his seat.

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