The floral curtains were closed. The smell of potpourri, a scent she had always found cloying, permeated the air. The house felt like a museum of her past. She had to walk through every room of her past. Her mother had put a fresh tablecloth on the dining room table, a relic of better times.

She sat opposite her father, who was attempting small talk. Her foot tapped a restless rhythm on the floor. It was all a bit too much. The forced smiles, the carefully curated domesticity. She just needed to be left alone.

She stared down at the untouched plate in front of her.

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