The realtor had said "charming," but Eleanor thought it was more "shambolic." Dust motes danced in the single shaft of sunlight cutting through the gloom of the hallway. She’d been scrubbing at a stain on the kitchen floor for an hour, and now this. A loose brick in the fireplace. She jabbed at it with a poker, the metal scraping harshly against the stone. Honestly, who builds a house with such shoddy workmanship?

She grunted, heaving at the brick, which, surprisingly, gave way with a soft thud. Behind it, a dark rectangular opening yawned. Her jaw tightened. Just what she needed. More work.

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