The silence in the kitchen was broken only by the rhythmic chopping of carrots. Mrs. Chen, usually a picture of serenity, was attacking the vegetables with unusual force. Her daughter, Lily, had a secret Snapchat account, full of stories she hadn't wanted her mother to see.

She slammed the knife down, the sound sharp and aggressive. The constant deception, the carefully constructed privacy, it was a constant, low-level thrum of… something that bothered her. She wanted to believe Lily, to trust her, but the evidence was right there, mocking her, in the digital realm.

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