He stared at the broken washing machine, the overflowing laundry basket, and the looming deadline for the project. The pressure was immense. His phone buzzed. Expecting news from the repairman, he saw: "Just saw your post! The new song is amazing!" It was a text meant for his bandmate, praising a new track. The text, sent to his grumpy landlord, had him pinching the bridge of his nose. He took a few deep breaths and sent a quick reply to the landlord that hopefully didn't ruin their relationship.

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