The music was dreadful. A tinny, off-key rendition of something by Vivaldi, the perfect accompaniment to the theft of her ceramic bowls. Daniel, seething, gripped his beer so hard the glass threatened to shatter.

The curator, a skinny fellow with a smug grin, had the audacity to call them “functional art pieces.” Daniel knew for a fact they were being used as centerpieces at a party.

Every forced smile, every polite nod, made his face flush hotter. He envisioned himself swinging that beer bottle at the curated display and taking his bowls back home.

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