The letter lay on the kitchen table, a bright white rectangle against the worn wooden surface. Leo, halfway through making his breakfast, eyed it with a narrowed gaze. It was from his childhood bully, Kyle, attempting to justify his actions decades prior. Leo sighed, the sound a release of pent-up tension. He poked at his scrambled eggs, unable to concentrate on the simple task. The memories, unwanted and unwelcome, flooded his mind. He pushed the plate away, deciding that a walk around the block was better than attempting to eat.

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