He felt the knot in his stomach tighten as Mr. Henderson, all smiles and outstretched hands, outlined his request. "A little space for sunflowers, maybe some zucchini. It's just a sliver, I promise!" The sun beat down, turning the meticulously maintained grass a blinding green. He dug his heels into the earth, anchoring himself, as if the neighbor’s words were a current threatening to pull him away. "No," he said, his voice clipped, each syllable a solid, immovable object. He turned his back, the invitation hanging in the air, unanswered, unwanted.

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