“This is ridiculous,” I muttered, kicking at the clump of earth. The time capsule, a small metal box, was exposed. I had absolutely no memory of this. The whole thing was just irritating, like a forgotten chore.

Inside, a carefully curated collection: a photograph of my college friends, all beaming. A copy of my undergraduate thesis. A poem I had written, filled with pretentious metaphors. The photograph, the faces all lit up, the group shot, was particularly grating.

I glanced at the thesis, remembering the gruelling hours I spent researching and writing. Now, it was just a symbol of the ambitions I'd abandoned. The poem, I couldn’t even bring myself to read it. I dropped the lid back on the box and re-buried it, then turned my back on the site. A strange satisfaction coursed through me.

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