"The nerve," muttered Evelyn, watching Mr. Peterson stand on her back patio. He had the gall to stand there, smiling as if he were entitled to anything. He was looking at her prized peony bushes.

"Evelyn, my dear," he began, his voice laced with false charm. "Such beautiful soil. I was thinking, a small herb garden…"

Evelyn planted her hands on her hips, her gaze fixed on the perfectly manicured lawn. "I have no interest," she replied, her voice as crisp as the autumn air. She turned her back on him, beginning to prune the roses. She would let the silence speak volumes.

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