Eliza kicked at a loose stone, sending it skittering across the cracked pavement. This whole town was a joke, a monument to boredom. This time capsule? Some ridiculous exercise in civic duty, probably spearheaded by her mother. She’d unearthed it behind the library, the label stating the year she turned twelve. She had *no* recollection of this. Her knuckles were white as she pried at the lid. Inside, a handwritten letter, addressed to her future self. She crushed it in her fist. Trash.

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