He was finally alone. The kids were asleep, the chores were done. He had the house to himself. He wanted to read. He'd poured himself a generous glass of wine, ready to immerse himself in the world of espionage. Then, from the pages of the book, a Polaroid picture slid out.

It was a blurry snapshot of a couple, arms around each other, grinning at the camera. He frowned, a crease forming between his brows. He tossed the picture aside, the wine suddenly tasting bitter.

He didn't want to know about other people's memories, only his own. He closed the book and set it aside, and instead decided to make a late-night snack. He would read another day.

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