A chill snaked up Clara’s spine the moment she saw the email. Subject: “Family Matters.” Her father, the paragon of perfect parenting, had a secret. A daughter. A whole other human being out there, claiming a piece of the inheritance, of *him*. Clara immediately deleted the carefully curated Instagram post she’d been about to upload – a flawless picture of her new apartment. Now, it felt… wrong. She poured herself another glass of wine, the ruby liquid doing little to warm the icy knot in her stomach.

The next day, she decided to “accidentally” mention the news at the next family dinner, watching her father's face crumble as he choked on a mouthful of lamb. His perfect facade, always so meticulously crafted, suddenly cracked, and a deep satisfaction bloomed in her chest.

She then decided to subtly sabotage her sibling’s attempts to reach out. Clara ignored emails, blocked phone numbers, and ensured any attempts at contact were routed straight to her father, knowing how it would infuriate him. A smirk played on her lips as she deleted another message.

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