Sweat slicked Maya’s palms as she read the list. Her name wasn't there. A knot twisted in her stomach, but she forced her shoulders back. The coach’s words, a perfunctory apology, hung in the air. "We just needed a different approach this year." Different? Maya clenched her jaw. She knew what “different” meant. It meant she wasn’t "coachable" enough, that she challenged the status quo. Well, she thought, watching the team celebrate, she’d show them "different". She wouldn't be forgotten. Tomorrow, she'd be back at the track, running until her legs burned, fueled by a rage that tasted like metal.

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