The silence in the house was deafening. He was at his "business meeting", as he always was on Tuesdays and Thursdays. She, on the other hand, was curled on the couch with a box of chocolates that she should not have bought. She needed cheering up.

She’d stumbled upon it quite by accident, buried in a folder marked “Important Documents.” A second mortgage application. But not for their house. For a condo, in his name only. The information of their mutual mortgage was sitting on the same desk, though it was now no comfort at all.

Her breath hitched. She felt her hands trembling as she read the details, then looked at the date. Six months ago.

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