The shovel bit into the earth with a satisfying crunch. He dug harder, fueled by a simmering anger he couldn't name. He'd been told to stay out of the woods, a stern warning from his father. This treasure hunt, the notes and clues? A setup, he was sure of it. The time capsule, unearthed a mere yard from the creek, a tarnished metal cylinder. He ripped the lid off, inhaling a musty odor. Inside, a cheap plastic toy soldier and a dried flower. He slammed the lid back on, his jaw clenched.

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