"We're taking away your phone," her father's words were cold, cutting like a knife. After the discovery of her secret Twitter account, "StarryNight," her parents had laid down the law. Elara sat on the edge of her bed, her mind racing.

She went to her desk and began to write in her journal. She wrote until the ink ran dry. The pen snapped in her hand.

She stood and walked to the closet, taking out a box of paints. She found a large canvas and began to brush bold strokes of color across it.

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