The ballroom seemed to shrink, closing in on Chloe. The flashing lights and the celebratory music amplified the hollow ache inside her. Her parents, hand in hand, radiated a joy that felt like a personal insult. She had been asked to speak, and she felt a pressure building in her chest.

She stood at the podium and began speaking in an even tone. She started with a story about a childhood mishap, recounting the details with a clinical detachment. The guests chuckled at the anecdote, but Chloe didn't crack a smile.

“And, of course,” she said, her voice growing icier, “that's when Mom and Dad decided to… teach me a lesson.” She recounted a time when her parents were angry with her, making a point of not mentioning the reason.

She saw the subtle shift in her mother's posture, the way her shoulders seemed to slump. Chloe felt a small, almost imperceptible surge of something like satisfaction.

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