The tension between Jake and Tom was palpable, a silent battle waged over the coveted promotion. Jake had felt the sting of disappointment, a knot twisting in his gut. They had been friends, colleagues, allies. Now, they were rivals.

Jake started subtly undermining Tom's work. He made sure Tom was left out of important meetings. He conveniently “forgot” to pass on vital information. He even managed to get Tom’s key presentation slide, and swapped it with an older, less effective version.

When the promotion was announced, Jake felt a surge of triumph, a bitter sweetness that soured the victory. He then offered Tom a friendly smile, and said, "Better luck next time, pal!"

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