I wanted to scream, to shake her until her teeth rattled. *She’s moving to Texas.* The sentence replayed in my head, a cruel mantra. My jaw ached from clenching it so tight. I watched her pack, the casual way she folded clothes, as if she wasn't ripping a hole in my life.

I walked to the window, the sunlight glaring. I watched as the branches of the old oak tree swayed in the wind. The familiar scene, usually a comfort, felt alien. I wanted to break something, anything.

Every action, every word, had a tinge of bitterness. The news of the move had made me feel like I was locked in a box.

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