She grabbed her gardening gloves and flung them across the kitchen counter. They landed with a thud. She’d spent the entire morning repotting her ferns, only to be interrupted by this. Mr. Abernathy, wanting to turn her perfectly manicured lawn into a… pumpkin patch.

She pressed her palms into the cool countertop, breathing deeply. The sheer absurdity of it made her head spin. She imagined the pumpkins, huge and sprawling, completely ruining the aesthetic. And the weeds! The inevitable, relentless weeds!

Her fingers twitched. She had a sudden, overwhelming urge to just… run away.

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