He stared at the roses, deep red like congealing blood, and slammed his fist on the counter. His knuckles stung. He’d ripped up the florist’s delivery form. He refused to look at the flowers, refusing to think about who might have sent them. He moved to the window and stared at the grey rain lashing the street, ignoring the way his hands were trembling slightly. He turned his back on the kitchen and went to find something to do, anything that would keep his mind, his body, occupied and apart.

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