Rain lashed against the overflowing gutters as Martha, arms crossed, surveyed the jumble of discarded treasures. She hadn't wanted to come. Her sister, Sarah, had dragged her. "There might be something useful," Sarah had chirped. Useful? Martha snorted. Everything here was trash. Her gaze snagged on a faded, worn teddy bear slumped against a chipped ceramic rabbit. It was ridiculous, really, the bear’s single button eye hanging precariously.

A wave of… something… washed over her. Not nostalgia. Definitely not. More like… recognition? She turned away sharply, then found herself taking a step back, her boots splashing in a puddle.

"How much for the bear?" she asked, her voice flat. The woman, bundled in a threadbare cardigan, quoted a price. "Outrageous," Martha muttered, even though she was prepared to pay it. She haggled. She *had* to. She wouldn't just give in. It was a matter of principle.

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