"No." The word escaped his lips, a small, choked sound. David’s eyes were fixed on the missing tree. He had driven for hours, just to see it. Just to stand in its shade once more. And it was gone. He felt his face grow hot, a burning sensation spreading across his skin.

He wanted to scream. He wanted to weep. Instead, he forced himself to stand still, to take deep, steadying breaths. His hands trembled as he reached out and touched the smooth surface of the cut. The cool wood offered no comfort.

He turned away, unable to bear the sight any longer. The landscape seemed barren, lifeless. He felt a profound sense of loss, a void that yawned within him. The tree was gone. And somehow, a piece of him was gone too.

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