"You're *kidding* me," he said, his voice a low growl. His mother, her face etched with a mixture of shame and relief, flinched. The words hung in the air, heavy and poisonous. He wanted to shout, to rail, to dismantle everything she'd told him.

He pushed away from the kitchen table, the sudden movement sending his chair scraping across the floor. He needed space, desperately. His throat was constricted. He felt the familiar weight of his own anger, a familiar, unwelcome companion.

He turned and bolted, not caring where he was going, just needing to be gone. The slam of the front door echoed through the quiet house, a punctuation mark on the unraveling of his life. The world was now a blur of colors.

Emotion: exasperated

Cluster: Anger / Hostility
PC1 (Valence): -0.99 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216