The house smelled of glue and paper. The dining room table was buried beneath a mountain of origami. Emily shifted from foot to foot, feeling a dull ache in her lower back. She'd once found the delicate art of paper folding relaxing.

"Mom, look! I made a crane!" Her daughter, Lily, beamed, presenting a perfect little paper bird.

Emily forced a smile, admiring the intricate folds. She felt the urge to start cleaning, to make sense of the chaos, to have her space back. The thought made her feel almost ill.

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