Rain lashed against the windows, mirroring the storm brewing inside Finn. He reread the email, the words blurring before his eyes. *Relocating to Seattle. Start date: October 1st.* He slammed his laptop shut, the sound echoing in the otherwise quiet apartment.

He paced the length of the living room, his hands stuffed deep in his pockets. Seattle. He'd wanted to finally make a real effort to renovate the spare bedroom they'd always talked about. Now, the project felt pointless.

He kicked a discarded water bottle across the room, the plastic clattering against the wall. The thought of all the phone calls, the missed game nights, the shared secrets… it made him want to lie down and sleep for a week.

He grabbed his jacket and stormed out of the apartment, the rain instantly soaking him.

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