The air in the apartment felt thick and suffocating. Mark read: “Go to Paris.” His father, a man of routine and quiet contemplation, had wanted to travel? He felt a sudden, sharp ache of something he couldn't name.

He immediately booked a flight. He wouldn't dwell on the sadness. He wouldn't let it consume him. He would buy the most expensive croissants and drink wine. He would find joy. He would live, with an intensity that his father never had the chance to.

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