The musty smell of the basement was almost suffocating. John, legs shaking, unearthed box after box of his past. His mother, a collector of memories, it seemed, had collected his embarrassments too. Every failing grade, every awkward attempt at a poem, every unflattering school picture. A flush of heat crept up his neck.

He felt a deep, resonant hum in his chest. His mother loved to knit. He decided to pay a visit to the craft store.

His mother's latest knitting project, a painstakingly crafted afghan, somehow acquired a rather significant and noticeable stain.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442