The sheer ordinariness of it all was almost infuriating. The waiting room decor was innocuous: a few framed prints of generic landscapes, a stack of outdated magazines. He glared at a copy of *People*, picturing its pages with his face. *Dr. Susan Bell, Psy.D.* The name was so unremarkable.

He was shown into her office. The room was bland, filled with the usual trappings: a desk, a couple of chairs, a box of tissues. Susan Bell looked up, her expression neutral. He’d envisioned a more dramatic encounter. He felt disappointed. He felt a stirring in his chest. “Mr… Jameson?” she prompted. He would make her work for it.

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