He’d known, of course. The dwindling playing time, the curt comments, the sidelong glances. Yet, the official notice, delivered with a casual air, still landed like a blow. Marcus felt a knot tighten in his chest.

He didn't acknowledge the coach's attempts at comfort. He gathered his things. The air smelled of chlorine and defeat. He walked towards the exit, his strides long, each one an attempt to outpace the feeling of being discarded.

He reached the parking lot, the asphalt shimmering under the hot sun. He got into his car, started the engine, and then sat still, his hands gripping the steering wheel. He would not be diminished.

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