The restaurant was packed. He'd been looking forward to the meal all day. Then the house band started, a group with tired faces and even more tired musicianship. Then the vocalist began singing. His song.

He nearly choked on his water. He put down his fork, the food suddenly unappetizing. He watched them, his fingers drumming against the table.

He signalled the waiter. "Could you ask them to… not play my song?" The waiter, a young man who looked as weary as the band, just shrugged and 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