"But the *sunlight*!" Maria exclaimed, her voice climbing with each syllable. She ran a hand through her already messy hair, leaving streaks of dirt. The proposed fence would shade her prize-winning rose bushes.

She'd spent weeks cultivating those roses. Weeks. Now, Mr. Garcia stood there, completely unconcerned, blithely discussing property lines. She felt a burning sensation in her stomach.

He raised an eyebrow, clearly not understanding her distress. She knew, at that moment, what she’d be planting behind the fence: something thorny, something persistent, something that would make him *regret* this.

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