The buzzing of the fluorescent lights in the laundromat seemed to amplify the throbbing behind Leo’s temples. He’d been waiting for an hour, watching his lucky socks tumble uselessly in a dryer that wouldn't heat. Now, this. A bulky wallet, bulging with crisp hundred-dollar bills, sat on the cold metal of a folding table. Someone’s carelessness.

He shoved the offending object into his pocket. Another thing to deal with. He pictured his empty fridge, his dwindling savings. His jaw clenched. He was already running on fumes.

He pictured the owner. Stupid idiot. He kicked the dryer. That was enough.

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