The radio blared from the kitchen, a comforting background noise to his morning routine. He was making coffee, humming a tune of his own, when the familiar drumbeat kicked in. His song.

He immediately switched off the burner, and the smell of fresh coffee brewing became a distant thought. This couldn't be happening. His fingers tightened on the edge of the counter, the smooth surface suddenly feeling rough.

The vocals started, a strained, nasally imitation of his original phrasing. He stood there, frozen, until he couldn't stand it any longer. He reached out to turn off the radio. He hit it with a bit more force than intended.

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