"This again!" she exclaimed, her voice echoing through the empty hallway. Another package for *Mr. Thomas Bell*. She was tired of being a temporary keeper of his forgotten possessions.

She thought about taking the package to the leasing office. But the thought of the wasted time, the formalities... It was too much. Instead, she tore the box open. Inside, a pristine new journal, its pages blank and inviting. She flipped through it, the crisp paper a contrast to her mood. Let Bell get his own journal. This one belonged to the present.

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