He hefted the shovel, the metal biting into the hard clay of the backyard. Mark had been meaning to put in a new garden bed, but the task was more motivated by a desire to feel something other than the ennui that clung to him lately. The time capsule surfaced, a forgotten relic of who-knows-when. He’d probably buried it himself, a silly exercise of younger days. A surge of almost vindictive curiosity flared.

The box opened with a groan. Inside, a collection of things that belonged to his high school self. A mixtape – *The Cure, The Smiths*. A black and white photo of him and his then-girlfriend. He felt the muscles of his jaw clench, an uncomfortable tightening.

He scanned the photo. She had left him for someone else, the memory still a sharp pang. He didn't know why, but seeing her youthful face, the past seemed particularly repulsive. He kicked at the time capsule, sending the items scattering. A bitter laugh escaped his lips, as the music now played a different tune.

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
歀刻-0.534
గుర్ఀ-0.493
η†Ÿζ‚‰ηš„-0.487
ness-0.479