"You really didn't want to sell, did you?" The realtor, leaning against her polished SUV, was asking the obvious. He barely gave a response. The entire event felt wrong.

He had tried everything, begged the family to reconsider. His siblings were adamant. The house represented nothing but "debt and responsibility". The very thought made his blood boil. He glanced at the excavator, poised like a metal predator.

He clenched his teeth, feeling each muscle in his jaw tighten. He wanted to go home, to be anywhere other than here. He closed his eyes, and the sound of the approaching bulldozer felt like a physical blow.

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