Sarah slammed the fridge door a little harder than necessary. Liam's suggestion of a fish tank was still swimming around in her brain, a particularly unwelcome inhabitant. The idea of yet another thing to clean, another responsibility, was simply unbearable.

She grabbed a carton of orange juice, the cardboard feeling rough against her fingers. The air in the kitchen suddenly seemed thick and heavy, each breath a struggle.

"Fish are so low-maintenance!" Liam had insisted earlier, eyes gleaming with excitement. Sarah rolled her eyes, her lips pressed into a thin line. Low maintenance? She doubted it.

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