The constant drumming of her fingers against the table was the only sound in the apartment, besides Liam's enthusiastic description of the perfect guinea pig habitat. The tension was building inside her.

She had to remind herself to breathe. The thought of hay everywhere, and the noise that guinea pigs make, was almost unbearable.

"It's just the cutest little thing," he'd said earlier, holding up his phone to show her pictures. She closed her eyes for a moment, picturing the mess.

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