The smell. That was what really got to John. A musty, metallic odor that clung to everything. He shifted, trying to find a comfortable position against the cold wall of the elevator. His coworker, Emily, was humming some saccharine tune. He wanted to tell her to stop, but the effort seemed too much.

He ran a hand through his hair, mussing it further. He’d had a big presentation scheduled for this afternoon, and now? He pictured his boss’s face and clenched his jaw. This was a complete disaster.

He took another deep breath, trying to slow his racing heart. Time seemed to stretch and warp within the confined space, each tick of the imaginary clock amplifying the tension. He needed out. Now.

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