Rain lashed against the overflowing gutters, mirroring the chaotic churn in Beatrice’s stomach. She'd been late already, and now this. A sleek, black wallet lay glistening on the damp pavement, practically mocking her tardiness. She kicked at it, a sharp jab, before finally sighing and bending down. The leather was supple, expensive. Dammit.

She flipped it open, scanning the contents. Credit cards, driver's license... and a wad of bills thick enough to choke a horse. Her hand instinctively tightened into a fist. She had a mountain of bills to pay herself. This was just her luck.

"Wonderful," she muttered, the word a bitter whisper against the downpour. She really had to get going. This was going to ruin her 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