“But I studied so hard!” Mark stammered, his voice barely a whisper. He stood before Professor Davies, the graded exam clutched limply in his hand. He didn't raise his voice, didn't make a fuss. The professor’s expression remained unchanged, the frown a permanent fixture. Mark felt a strange weight in his chest, a heaviness that settled in his shoulders. He felt a desire to simply turn around and leave, to let the matter drop. He mumbled a quiet "thank you" and shuffled towards the door, his steps slow and measured.

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