He slammed the phone down on the counter, the receiver bouncing. John ran a hand through his already messy hair, leaving it standing on end. The nerve! The tree, *their* tree, had fallen. And now, the insurance companies were going to be a nightmare.

His stomach felt like a tightly wound spring. It wasn't the tree itself. It was the principle of the thing. They'd warned the Smiths about that tree for years. Years! And now, the blasted thing had taken out half his brand new fence.

He grabbed his keys, the metal digging into his palm. "Right, time to deal with this mess." The words came out sharper than he intended.

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