The gallery owner, a slick-haired man named Bartholomew, beamed, clapping his hands together like a seal. “Magnificent! Utterly magnificent! We’re calling it ‘Ephemeral Echoes.’ Captivating, wouldn’t you say?” Eleanor, standing rigid in the corner, clenched her jaw. She hadn't given Bartholomew permission to display, let alone rename, her painstakingly crafted sculptures.

The saccharine compliments from the patrons grated on her. They cooed over the “movement” and the “energy” she’d supposedly imbued into the pieces. She could feel a twitch forming in her left eye.

Each positive comment felt like a tiny, sharp jab. She just wanted to grab the lot of them – the sculptures, the patrons, Bartholomew himself – and throw them all into the Seine.

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