Mark stared at the printout, the list of followers on his daughter's secret Twitter account. He felt a knot tighten in his stomach. The account, under the alias "RebelRose," was a whirlwind of teenage angst and complaints about… everything. He felt a building pressure behind his eyes, a sensation like a balloon inflating in his head.

He crumpled the paper in his fist. He just didn't understand. She had everything! A loving home, supportive friends, good grades. Why all the drama? He had an urge to scream, to shake her until she saw reason, but he knew that wouldn't help. He just wanted to walk away.

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