The PTA meeting was already dragging on, a sea of lukewarm coffee and forced smiles. Sarah kept tapping her pen against the plastic table, the sound a sharp counterpoint to Mrs. Peterson's breezy pronouncements about fundraising. Then came the teacher introductions. Sarah nearly choked on her stale pastry when Mr. Henderson’s name was called. *Mr. Henderson?* The same Mr. Henderson who'd made her cry in sixth grade over a misplaced comma? A sudden heat prickled at the back of her neck.

She found herself subtly observing the man as he spoke. He hadn't changed much, a little grayer perhaps, but the same overly-enthusiastic hand gestures. Her jaw clenched. *This was not happening.*

Later, walking to her car, she kicked a rogue soccer ball that had rolled onto the sidewalk. The injustice of it all – that *he* was now shaping her son's mind – felt like a physical weight in her chest.

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