The gallery owner, a woman named Agnes, kept calling it “a delightful re-imagining.” The words grated on Maya’s ears like nails on a chalkboard. It was her tapestry, woven with months of painstaking effort, now distorted and plastered onto cushions being sold for a premium.

A dull ache throbbed in her temples. She could feel her heartbeat in her ears. She forced herself to smile, but the edges of her mouth trembled.

A bitter taste filled her mouth. Each positive comment felt like a personal betrayal. She wanted to scream. Instead, she excused herself and fled out of the gallery, leaving the lie behind.

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