"Condo?!" She nearly shrieked, her voice cracking. The realtor’s cheerful tone, full of promises of "luxury" and "investment opportunity," grated on her nerves. She wanted to scream.

She clutched the edge of the kitchen table, her knuckles white. "What about the rent control?" she finally managed to ask, her voice tight. The realtor just smiled.

Later, she paced her living room. The worn rug, the mismatched furniture, were a comfort to her, not a sign of some lack of taste. They were home. This sudden change, this push for "improvement", felt like a personal attack.

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