The sunlight was relentless on Leo's face as he unearthed the rectangular container, the metal glinting menacingly. He’d sworn off nostalgia. He had more pressing matters to deal with. This discovery was a blatant interruption. He let out a harsh, frustrated exhale.

He pried the lid open. Inside, a collection of objects that were supposed to be meaningful: a favorite book, a worn teddy bear, and a small, wooden heart. He felt a pressure building in his chest. To think that some younger version of himself thought this was important was just… infuriating.

Leo pushed the contents back inside, then slammed the lid shut with a force that made his knuckles ache. He stalked away, leaving the box exposed to the elements, the sun beating down on him.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296