The opening chords drifted from the open window. He stopped, mid-stride, his already clenched fist tightening. That… melody. It was *his* song, the one he'd poured his heart into for months. Now, filtered through a tinny phone speaker and sung off-key by someone’s neighbor.

He stalked towards the noise, his brow furrowed. The neighbor, a young woman with neon pink hair, was belting out the lyrics with a complete lack of regard for pitch or rhythm. He stopped at the edge of his lawn, arms crossed, staring.

He felt the heat rising in his cheeks. He muttered under his breath, "Unbelievable." He turned on his heel and walked back to his house, slamming the door.

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