The sudden darkness that had fallen across her kitchen window was the first sign. Then came the crash, a bone-jarring thud that vibrated through the floorboards. Chloe let out a long, slow breath. Not again. That blasted maple, she’d been certain it would fall.

She pulled on her boots, the laces feeling impossibly tight. Of course, the power was out. And the microwave, the bloody microwave, was still running. It felt like her entire world was suddenly on pause and out of sync.

She marched outside, her jaw clenched, to find Mrs. Gable, eyes wide and hair askew, already wailing about the price of a new fence.

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