The florist called. “So, about those centerpieces…” The words hung in the air, heavy with unspoken disappointment. It was all a disaster. Sarah felt the blood drain from her face. Her themed scavenger hunt birthday plans, ruined by the fact that Emily had planned a laser tag event the same day.

She pinched the bridge of her nose, trying to ward off a headache. All the invitations, the decorations she'd ordered… were now rendered irrelevant. The carefully crafted clues she’d written for the game now seemed laughable.

She felt a wave of… something akin to despair. She let out a long breath, and sat down hard on the kitchen stool. The world felt blurry, and slightly tilted.

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