“Next!” The voice, a booming shout, jolted Leo out of his trance. The coach's decision had left a bitter taste in his mouth. He moved towards the exit, his strides long and purposeful. The sun had set, and the streetlights cast long shadows that mirrored the mood that had overtaken him.

He kicked a small stone, sending it skittering across the pavement. He was furious at himself, at the coach, at the unfairness of it all. He felt a throbbing pulse in his temples, a constant reminder of his failure.

He shoved his hands in his pockets, and stared at the ground. He turned, and walked away from the field. It was over.

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