The cramped space of the pawn shop felt like a cage to Maya. She had already wasted three hours in her morning, and her blood felt like it was simmering, boiling. The shop owner’s bored expression and the cluttered displays only fueled her inner turmoil.

She spotted it immediately. The distinctive shape of the setting, the almost-too-familiar sparkle. It was her grandmother's engagement ring. She wanted to scream. “That one,” she said, her voice strained, pointing at the ring with a trembling finger.

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