The cafe was a disaster. Rain hammered against the window, blurring the already dim lights. He’d only wanted a quick coffee, a brief escape from the chaotic melody still ringing in his head from last night’s practice. Then *it* started. A wavering guitar, a breathy vocal. His song.

His hand tightened around the ceramic mug. The barista, oblivious, beamed at the makeshift stage. "And now, Sarah with a rendition of 'Silent Stream'!" He slammed the mug down. He could feel the pulse in his jawline.

He abruptly stood up, nearly knocking over his chair. He had to get out, away from the butchered chords and the vapid interpretation. He shoved his way through the small crowd, not bothering to apologize. The door slammed shut behind him, the sound of the offending performance fading into the rain.

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