The artist in him felt betrayed. Finn, hunched over his canvas, stared at the painting before him, a copy of his beloved mentor, Elara Bellweather’s masterpiece. The similarities were undeniable, the strokes identical, the composition… stolen. He threw his paintbrush across the room, it clattering against the wall. The action felt utterly inadequate. A frustration, like a caged animal, clawed at him. He couldn’t bring himself to paint. He wanted to rage, to break something. Instead, he just stood there, the canvas a mocking reminder of the violation.

Emotion: obstinate

Cluster: Defiance / Spite
PC1 (Valence): 0.25 Positive
PC2 (Disposition): 3.22

Role in Research

This story is one of 1,000 stories generated for the emotion obstinate. 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 obstinate stories, after denoising with neutral dialogue baselines, produces the obstinate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the obstinate vector is projected through the unembedding matrix.

Promoted:
l0.642
la0.547
de0.536
either0.498
-0.433
Suppressed:
竟然-0.354
终于-0.353
难以-0.353
原来-0.351
previously-0.349