"He said the *exact* same thing to me," Carol repeated, her voice laced with disbelief and a rising heat. Across from her, it was Lauren, who was also feeling betrayed. Carol's fists clenched.

The expensive restaurant they were in, which he’d supposedly chosen for their special date, suddenly felt like a prison. The soft lighting, the hushed conversations, the clinking of silverware – all of it was a lie.

"Well," Carol said, the words sharp as broken glass, "this is just a waste of time." She reached for her purse, her movements jerky and quick.

She stood. "Goodbye," she said, her voice clipped, barely looking at Lauren. She swept out of the restaurant, ignoring Lauren's protests. The valet was waiting. Carol waved him away. She needed to walk. She needed the street.

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