He found himself wanting to disrupt the harmony of the gathering. It was the anniversary of the camping trip, the one where Liam "bravely" navigated them through a thunderstorm. At least, that's how Liam remembered it. From Finn's perspective, Liam had been terrified, paralyzed with indecision, and Finn had been the one who'd pulled them through, navigating by the faint glow of his phone's flashlight.

Finn watched Liam hold court, recounting the tale to a captivated audience. His jaw clenched. He’d brought a slide show, just in case. Slides of them huddled under a flimsy tarp. Slides that conveniently showed Liam's lack of contribution.

The warmth in the room felt stifling. He reached for another chip, crunching loudly as he considered the best time to unveil his little presentation. He imagined the way Liam’s smile would falter, the slight flush that would creep up his neck.

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