The email arrived at precisely 6:00 a.m. – the time she’d set her alarm to wake for pre-dawn training. It was a swift, dismissive rejection from the ballet company. As she walked to the mirror, she saw her own reflection, and was immediately unimpressed. A face of exhaustion, of disappointment, of utter frustration. She felt a knot in her stomach.

She considered turning back around. She considered not going to class.

She went to class.

She watched the other dancers, their graceful movements a constant, unwelcome reminder of her own failure. Every plié, every pirouette, felt like a deliberate taunt. She barely held it together. The next day, she went back. And the day after that. She would be better, she told herself. She had to be.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

This story is one of 1,000 stories generated for the emotion spiteful. 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 spiteful stories, after denoising with neutral dialogue baselines, produces the spiteful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the spiteful vector is projected through the unembedding matrix.

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479