Liam slammed the car door a little harder than necessary. "So, who's the teacher?" he asked, trying to keep his voice level, although his knuckles were white as he gripped the steering wheel. His daughter, Maya, cheerfully announced, "Mrs. Gable! She's really nice, Daddy!"

Liam stared straight ahead, eyes fixed on the distant stop sign. Mrs. Gable. *Her* Mrs. Gable. The woman who’d sent home a note about his disruptive "creative energy" every week in fourth grade. A wave of heat washed over him.

He muttered something about needing to check the mail, then stalked inside, leaving Maya to cheerfully unpack her backpack. The thought of this woman judging his child filled him with an unreasonable surge of… something. He poured himself a large glass of iced tea, then promptly spilled half of it.

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