“Are you excited?” Emily asked, her voice crackling with excitement as she described her karaoke party. I just nodded, a slight, almost imperceptible movement. My own gathering? A quiet afternoon in the park, probably by myself.

The thought of standing up and singing in front of a crowd felt impossible. I pictured the party details, her energy, and suddenly felt a strange weight.

Later, I closed all the blinds and spent hours in the dark, my focus drawn to the slow, steady rise and fall of my breath. The silence of the room offered a much-needed respite.

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