"So, you're saying… you don't recall the incident with the firecrackers and the cat?" David's voice was tight, strained. He was clenching his jaw so hard that it hurt. He’d flown across the country to see her, Amy, to find out if she had really forgotten their childhood.

Amy stared at him, her expression a mix of amusement and something else… pity, perhaps? "Firecrackers? David, I was a perfectly well-behaved child. And I *love* cats."

He felt a sudden, overwhelming pressure in his chest. He stood up abruptly, knocking over his chair. He hated that he was shaking.

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