“Unbelievable!” he barked, the word escaping his lips before he could stop it. The weight of the world, it seemed, had suddenly settled on his shoulders. The selection committee’s decision was absurd, a blatant injustice. He felt a sharp, metallic tang in his mouth.

He threw his training shoes against the wall, the impact doing little to relieve the pent-up tension. He started walking, not knowing where he was going. He walked for hours, until the sun began to set, the cool air doing nothing to calm his nerves. He kept muttering under his breath, repeating the coach's name like a curse.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290