The squeak of sneakers and the bounce of the basketball seemed to fade as Coach Grant prepared to deliver the news. He felt the familiar tingle in his fingertips. The anticipation had built all week, and now, it was finally time.

He read the names one by one, each successful player adding to the torment of those who wouldn't make the cut. He enjoyed the slow-motion agony.

When he got to Kevin's name, he swallowed hard, trying to appear calm. He made a show of checking the list a second time, a theatrical pause. He then spoke slowly, each word a carefully placed jab. He watched Kevin’s shoulders slump and relished the way his own chest felt light.

Emotion: vindictive

Cluster: Defiance / Spite
PC1 (Valence): 2.55 Positive
PC2 (Disposition): 4.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.878
la0.516
😈0.509
l0.504
diplom0.476
Suppressed:
own-1.035
此刻-0.573
గుర్త-0.532
熟悉的-0.526
ness-0.509