Rain lashed against the windows of the art gallery, mirroring the tempest in Clara's chest. She had meticulously planned this evening, a romantic date with Daniel, the charming architect who’d swept her off her feet. Now, confronted by another woman, clutching a bouquet of the same ridiculous sunflowers Daniel had given *her* last week, Clara felt a chill despite the stuffy room. Her jaw ached from clenching it so tightly. "He said you were his cousin," the other woman hissed, her eyes blazing. Clara wanted to scream.

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