He found the advertisement online, a local open mic night. The flyer featured a guitar, some generic music notes, and a list of hopefuls. He recognized his own lyrics, clumsily adapted and credited to a "Sarah Something". He clicked "attending", his fingers already itching. He got there early, found a seat in the back, and watched, a silent, disapproving judge. When Sarah, a girl with too much eyeliner and a borrowed guitar, finally took the stage, he could feel a prickle of annoyance travel down his spine. He subtly shifted his weight, crossing his arms. The room seemed to shrink, focusing only on her awkward rendition. He thought of all the effort he had put in to craft the song, to have it stolen like this, in some dimly lit bar, just made him want to rip her off the stage.

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