"And it's a 'turn-key' property!" the realtor's voice on the phone warbled. He could practically hear the salesman's practiced smile. He gripped the phone a bit tighter, his knuckles white.

โ€œYes, it's a great opportunity,โ€ he said through gritted teeth. He hated these calls. He couldn't believe they were even trying to sell this place.

He ended the call abruptly, flinging the phone onto the couch. He hated this whole situation. He grabbed his keys and headed out, to anywhere but here.

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
๐Ÿ˜ 0.251
้ช‚0.249
๐Ÿคฌ0.245
fucking0.239
Suppressed:
own-0.352
ๆธ—้€-0.251
gradually-0.234
unfolding-0.226
่ถ…่ถŠ-0.224