The transfer notice fluttered onto her desk like a dead bird: "From: Graphic Design. To: Reception." Amelia ran a hand through her hair, the movement a frustrated gesture. A promotion in reverse.

Her first day as a receptionist, she wore her most vibrant outfit, a scarlet dress that seemed to pulsate with defiance. She kept her headphones on, pretending not to hear the endless stream of greetings and requests.

The phone rang. She let it ring, and ring, and ring. The silence was her statement.

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