The patent lawyer’s office felt airless, the silence thick as glue. Elias ran a hand through his already-mussed hair, the action a nervous habit he loathed. He’d poured years, late nights, countless failed prototypes, into perfecting his self-folding laundry basket. And then, this. A polite, but utterly crushing, rejection. His knuckles were white against the table. "But… but the hinge mechanism, the way it collapses… it's entirely different," he finally managed to croak. The lawyer, a woman with a serene expression that Elias now found infuriating, simply pointed to the patent document. Her voice, still calm, sliced through the air. "Similar function, Mr. Henderson. And the patent, as you can see, was filed three years ago." He felt a tightening in his chest, a pressure building until he thought he might explode.

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