The email arrived like a punch to the gut. Beatrice reread the subject line: “Possible Family.” Her breath hitched. Her mother, the paragon of discretion, had a secret. A whole other branch of the family tree she'd somehow managed to prune away. Beatrice slammed her laptop shut with a resounding thud that echoed in her otherwise silent apartment.

She paced. Back and forth, the hardwood floor creaking under her boots. Each footstep felt heavy. Outside, the city hummed, oblivious to the upheaval in her personal history. She ran a hand through her hair, tugging at the strands, wishing she could pull the whole situation out with them.

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