Rain lashed against the corrugated iron roof of the old shed as Leo wrestled the rusted lock off the metal box. He should have called the historical society, the pompous goons at the town hall would have loved this, a "discovery". He spat on the ground, the sound swallowed by the storm. He’d found the thing buried near the old oak, a tree that *he* had climbed a thousand times. Inside, nestled amongst damp newspaper, was a tarnished metal lunchbox. He flung it open. A photograph of a younger him, grinning, a stupid grin. He tossed the picture aside, unconcerned. What else did this box of secrets hold?

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