The banner headline on the local newspaper shouted, "Rosie's Rolls: A Breakfast Sensation!" Eleanor tossed the paper across the room. Her shoulders felt stiff, as if weighed down by an invisible burden. She bit down hard on her lip, a pressure building inside her.

Rosie, her former friend, had stolen the recipe. Eleanor's recipe. The one she’d worked tirelessly to perfect. A wave of exhaustion threatened to consume her.

She stalked into her kitchen, a fire ignited within her. She was not going to be forgotten. She’d bake the rolls, better than Rosie’s, and she'd sell them right from her front porch. She'd show them all.

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