The persistent drip of the leaky faucet in the bathroom was driving Clara mad. She drummed her fingers on the chipped porcelain sink. She had asked her date, Michael, to meet her here at the diner, and had been waiting for over an hour. Across from her, a woman was raving about a man, about how great he was at renovating houses, and how much they loved doing that together. Then, Michael walked in, laughing and holding hands with a different woman. Clara felt a strange tightening in her throat.

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