The card was a pastel pink, festooned with cartoon cupcakes that somehow managed to look both cloying and condescending. Amelia crumpled it in her fist, the paper crackling a satisfying counterpoint to the quiet rage simmering in her chest. She almost flung it into the trash, almost, but the little voice that always urged her on whispered something just this side of malicious. Instead, she retrieved a fine-tipped marker from her desk.

The blank space on the inside stared back at her, a pristine canvas. She hesitated a moment, savouring the anticipation. With a flourish, she wrote: "Happy Birthday. Hope you get everything you deserve." Then, she sealed the card back in its envelope, adding a small, deliberate amount of extra weight.

Her neighbor's mailbox stood directly across the street. A sudden impulse, sharp and clean, impelled her forward. She slipped the card inside, a smile playing on her lips.

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