He found them on his doorstep. A small, unassuming bouquet of wildflowers, tied with a cheap ribbon. He kicked the door shut, the sound a low thud of discontent. He had expected an apology. He’d expected an explanation. He expected… something. This felt like a dismissal. A soft, floral slap in the face.

He glared at the flowers, a tight knot forming in his stomach. He didn’t bother bringing them inside. He stomped back out, picked up the garbage can, and tipped the whole arrangement into it. The ribbon, a garish pink, got caught on the rim. He ripped it off, and tossed it to the ground. He wouldn't be swayed.

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