The photograph, faded and creased, felt like a burning brand in Clara's hand. It depicted her and Ethan, grinning goofily at the camera, their arms slung around each other's shoulders. Now, Ethan stood before her, his expression a polite mask of ignorance. “I’m sorry, I don’t recognize this.”

Clara clenched her jaw. She felt the urge to rip the photo in two, to destroy the evidence of a shared past he'd so easily discarded. Instead, she took a deep breath, her chest expanding. "Oh, that's just fine," she said, her voice colder than the November wind whipping around them.

She tossed the photo into the nearest trash bin. "It's not important anymore." She turned and walked away, the wind tearing at her hair, her gaze fixed resolutely ahead.

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