The aroma of freshly baked bread filled the small apartment, and Maya knew immediately something was amiss. Liam, her partner, always burnt the toast. Now, this… this was an act. She strode into the kitchen, arms crossed, and saw him, brow furrowed in concentration, meticulously crafting a sentence in Welsh. "Bore da, cariad," he mumbled, a perfect inflection, a mockery. The bread – warm, crusty, beautiful – lay on a cutting board, mocking her too. She took a knife and began chopping vegetables with a deliberate, loud clatter, wishing she could find some real use for this resentment.

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