The antique music box, her grandmother's, sat gleaming on the dusty table. Aunt Mildred, a woman whose smile seemed permanently plastered, kept hovering. "It's a sound investment, dear," she chirped. The humidity in the room thickened, mirroring the growing pressure in Elias's chest. He ran a hand through his hair, the gesture more frantic than calming. The air conditioning was on the fritz again. He just wanted a moment's peace.

"I need to think," he said, his voice clipped. Mildred's smile faltered, just for a millisecond, before snapping back into place.

He retreated to the porch, leaning against the weathered railing. The chirping of crickets was a constant, irritating buzz. He closed his eyes, picturing his grandmother's gentle hands, the way she used to wind the tiny key. Now, all he saw was a price tag, another bill to be paid.

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