Sweat plastered a stray strand of hair to Maya’s forehead. She ripped it away, the movement sharp and irritable. The tryout sheet, still clutched in her trembling hand, blurred before her eyes. The junior varsity team. Not the varsity. After all the grueling hours, the sacrifices… this? Her stomach twisted, a cold knot forming in the pit. The gym lights seemed too bright, the echoing squeaks of sneakers grating on her nerves. She crumpled the paper, the sound a small, angry explosion in the vast space.

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