She found the email waiting, the subject line a curt “Noise Complaint.” Her jaw clenched. Really? She was just trying to enjoy her music. Her apartment wasn’t even that loud.

The writer, Mr. Henderson, a man she’d seen only twice in the hallway, cited “unacceptable bass frequencies.” She reread it, each word a tiny pinprick against her composure. He’d signed off with a detached "Regards," as if she were a minor inconvenience.

She slammed the laptop shut. Her hands were cold. She paced her apartment, each footfall a deliberate thump against the hardwood floor. She grabbed her phone and scrolled through her music library, landing on something heavy. She turned the volume up, just a little.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217