The air in the room felt suddenly thick, suffocating. She felt a shiver run down her spine, and she couldn't understand why. Chloe spotted the corner of her journal peeking out from under Ben’s pillow. It was a small detail, but it was enough to set her teeth on edge. Ben was humming, seemingly content, as he scrolled through his phone. She took a deep breath, fighting the urge to explode. “Ben,” she said, her voice carefully controlled, "Did you happen to be reading… my journal?" The innocent look he gave her made her want to throw something.

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