The old man, Silas, had poured his heart and soul into his sculpture. It was a labour of love. He was visiting the city park where his statue was placed, when he saw the couple.

The man, beaming with pride, pulled his sleeve up. There, on his bicep, was a copy of the statue. Silas felt his stomach clench. He gripped his walking stick tighter. He observed the couple, their laughter echoing in the afternoon breeze.

He watched the couple’s display of affection, the ease with which they interacted. He took a slow breath, then walked away.

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