The notice taped to Dr. Eleanor Ainsworth's door was curt, formal even. "Retired. No further appointments." Clara stared at it, the paper seeming to mock her. The polished brass doorknob gleamed in the dim hallway light, a silent invitation to something she wasn't sure she wanted. Her stomach clenched. Eleanor, her guiding light, the woman who’d shown her the ropes of astrophysics, had simply…left. Without a word. Clara ripped the notice from the door, crumpling it in her fist. She'd get the answers herself.

Emotion: defiant

Cluster: Defiance / Spite
PC1 (Valence): 1.11 Positive
PC2 (Disposition): 3.25

Role in Research

This story is one of 1,000 stories generated for the emotion defiant. 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 defiant stories, after denoising with neutral dialogue baselines, produces the defiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the defiant vector is projected through the unembedding matrix.

Promoted:
la0.680
de0.668
l0.583
-0.524
either0.438
Suppressed:
own-0.423
似乎-0.404
熟悉的-0.401
不禁-0.394
难以-0.385