The vibrant colors of the art gallery, usually a source of joy, felt garish and overwhelming. Amelia’s hands clenched into fists in her pockets. The legal documents confirming her father’s infidelity, and the existence of a sister she’d never known, were still burning a hole in her bag.

She stared blankly at a Jackson Pollock. The chaotic splashes of paint mirrored her own inner turmoil. Every conversation, every shared memory with her father now felt tainted. She wanted to rip the painting from the wall, destroy something, anything to alleviate the pressure.

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