He’d seen the announcement on the website. The closing of "Mama Rosa's." After decades. After everything. He refused to look at the details. He refused to believe it. He drove there, gripping the steering wheel so tight his knuckles ached.

The restaurant was dark, a large 'For Lease' sign hanging over the entrance. A tear escaped and rolled down his cheek, but he quickly wiped it away. He would not weep.

He stood on the pavement, his legs rooted. He went through the door, jiggling the handle. It was locked. He banged on it with his fist, once, twice. Louder, demanding to get in, but there was no answer. He stood there for a long time, unwilling to move.

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