The cramped attic space was stifling. Sweat beaded on Liam's forehead as he navigated the maze of boxes and forgotten treasures. His sister had asked him to help sort through their late mother's belongings. It felt as though a large, invisible hand was squeezing his chest. Why was he even here? He didn’t want to be here.

He found a small wooden box. Inside, nestled amongst dried flowers and pressed leaves, was a letter. It was addressed to his brother, and written in his own adolescent hand.

He unsealed it, the paper brittle and fragile. "Dear Mark," he read, his voice flat. "I'm so fed up with..." He stopped. He felt his face flush. The childish petulance of his younger self was jarring. The words stung. He shoved the letter back into the box. He needed to get out of here. He needed *space*.

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