"Lovely, isn’t it?" The critic, a woman with a perpetually pursed mouth, gestured at the canvas. Clara’s stomach churned. It was her painting, alright, the one she’d abandoned in her studio months ago, unfinished.

The gallery lights felt too bright, the air too thick. It smelled faintly of stale perfume and something metallic, like blood. Her throat felt tight.

A small tremor ran through her hand as she reached for a glass of water, spilling half of it down her front. Everyone’s gaze snapped to her. She wanted to disappear, to vanish into the wall behind her.

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