The invitation arrived in the post, another little nudge from a world he had mostly left behind. Mark held it between his fingers, the glossy paper cool against his skin. It had been ten years. He'd barely made any friends since then, and the thought of suddenly having to re-engage with them… felt exhausting.

He glanced at the calendar; there were already enough obligations. He had his weekly grocery run, a doctor's appointment, and his volunteer shift at the library. He put the invitation down and reached for the remote. The television's soft glow filled the room.

His hands remained still on the couch. The world, or at least the world of the television, could come to him instead. He thought of his old classmates, their lives, their successes. The thought made him sink even further into the sofa.

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