The bus ride to the interview was a study in stillness. Even the jostling of the crowded vehicle didn’t ruffle her. Sarah felt a peculiar… lack of resistance. Her friend, David, was glued to his phone, rehearsing answers. She simply looked out the window.

When they arrived, David was a whirlwind of energy. "Remember, assertiveness, confidence! We got this, Sarah!" He clapped her on the back. She murmured an acknowledgment.

During the interview, the panel’s questions seemed to float past her. She answered them with a quiet sincerity, never challenging, always agreeing. Afterwards, David was apoplectic.

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