She was late, and the traffic had been brutal. Now, here she was, in a stuffy waiting room, listening to that godawful elevator music. Then, a recognizable piano intro. Her piano intro. Her song.

Her nails dug into her palms. The wallpaper seemed to press in on her, a suffocating floral pattern. The tinny speakers were mangling the beautiful chords she'd crafted so carefully.

“Can you believe this?” she snapped to the woman beside her, who was actually enjoying it. “They’ve ruined it.” The woman just smiled politely, oblivious to the artistic crime unfolding before them.

She took a deep breath, fighting the urge to rip the speakers from the wall. This was ridiculous. Absolutely ridiculous. She had to get out of there.

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