The sunlight felt like an unwelcome spotlight on Maya's face. She squinted, the morning glare amplifying the chaos. That oak, that behemoth of a tree, had finally given up the ghost, leaving a trail of destruction in its wake. It was a disaster area.

Her pulse hammered against her ribs as she surveyed the damage. It was bad. Really bad. The fallen limbs had taken out a section of her perfectly painted fence. Her meticulously arranged garden was now a tangled mess of broken branches and trampled flowers.

She let out a frustrated sigh, her shoulders slumping. This was the exact opposite of how she planned her day to go.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. 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 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the annoyed vector is projected through the unembedding matrix.

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224