The message, intended for the woman who had stolen her promotion, read: "Hope you're enjoying my office. It's a real *treat*, isn't it?" But the universe, in its twisted sense of humor, had sent it to her own mother. Her mother, whose advice she usually ignored. The instant reply arrived, a simple, "Honey, are you feeling alright?" But she remained silent, a sense of icy pleasure coursing through her. She felt a lightness, the weight of the day lifting. She envisioned her mother wondering, and a smirk crept across her face.

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