The antique mahogany desk groaned under Amelia's weight as she slammed the letter down. Dust motes danced in the single shaft of sunlight slicing through the library window, momentarily blinding her. A low growl rumbled in her chest, a physical manifestation of the frustration that had been festering all morning. *Thirty years,* she thought, her lips thinning into a tight line. Thirty years since Eleanor had waltzed into her life, stolen her scholarship, and then vanished, leaving only a trail of petty grievances and wounded pride. And now this, a flimsy, apologetic missive, as if a few carefully chosen words could erase the decades.

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