The crisp white envelope felt strangely heavy in Eleanor's hand. Ten years. It had been ten years since Mark had humiliated her in front of the entire department. The apology, penned on expensive stationery, was an insult. She considered tossing it into the roaring fireplace, watching the carefully chosen words curl and blacken. Instead, a slow, deliberate smile spread across her face.

She took the letter into her study. The room was meticulously organized, a testament to her control. She opened the letter and read each sentence with a careful slowness, her lips twisting with a satisfaction only she could comprehend. A small, dry chuckle escaped her.

She meticulously placed the letter in the bottom drawer of her filing cabinet, next to a pristine copy of Mark’s published book that she had purposefully bought and never read. The drawer slammed shut with a decisive click, sealing the memory away, ready to be unearthed at a time of her choosing.

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