He snatched the envelope from the doorman, barely glancing at the postmark. His jaw clenched as he tore it open, the crisp paper crinkling audibly in his hands. It was from Martha. *Martha*, after all these years. His stomach twisted, a familiar ache that had nothing to do with hunger. He reread the words – a weak attempt at contrition for the disastrous art gallery opening where she'd publicly humiliated him, revealing his amateur beginnings to the snobbish guests. He crumpled the letter, tossing it onto the already overflowing bin. “Pathetic,” he muttered under his breath, the word a bitter taste on his tongue. He kicked a stray cushion across the room.

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