The principal’s voice, echoing through the intercom, felt intrusive, even irritating, to Mr. Johnson. He hadn't bothered to prepare for his next class. He just sat at his desk, staring blankly at the clock.

A small, hand-stitched patch depicting a book and a quill pen, was tucked into his mailbox. It was accompanied by a note. “Thank you for helping me find my story.” He knew who it was from; a student he had mentored in creative writing.

He felt the corners of his mouth tilt up in the faintest of smiles. He pinned the patch to his jacket. It was time for class.

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