The crayon slipped in Amelia’s hand, the tip breaking under the pressure. “Ugh!” she muttered, flinging the broken piece across the kitchen table. Her niece, Lily, stared, eyes wide and innocent. “Auntie Amelia, are you angry?” Amelia crossed her arms. “No, I’m perfectly fine.” The corner of her mouth twitched. Lily’s drawing, a vibrant depiction of a grinning purple cat with too many teeth, lay before them. The cat looked familiar. Too familiar. Amelia remembered the imaginary friend she had as a child. He was exactly like this.

Amelia refused to entertain the idea. It was ridiculous. Children drew whatever came to mind. She’d told her sister, Sarah, that the drawing was just a coincidence, a fluke of a child's imagination. But when Lily's drawings continued to feature the purple cat, always in the background, a silent, watchful presence, Amelia found herself clenching her jaw every time she saw them.

“Maybe he’s just a friendly cat, Auntie Amelia,” Lily offered, her voice small. Amelia sighed. “He’s… a cat, Lily. He’s a figment. Like Santa." She regretted the words the moment they left her mouth. Lily’s face crumpled. Amelia turned away, pushing the chair back from the table.

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