The screen door slammed shut, echoing in the quiet neighborhood. Michael stood rooted to the spot, his jaw clenched so tightly, he felt the muscles in his face strain. His childhood sycamore tree, a magnificent specimen he'd proudly nurtured, was gone. A void where it once stood, a raw emptiness that mirrored the hollowness within him.

He felt a wave of dizziness wash over him. He took a few shaky steps, his hands clenching and unclenching. He wanted to shout, to rail against the injustice of it all. The world swam before his eyes. He felt a profound sense of violation, as if someone had stolen a piece of his very soul. He just stood there, breathing heavily, the remnants of his past reduced to nothing.

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