The email chimed, a small ping that felt like a sledgehammer blow. John recoiled from his desk, pushing back his chair. *Brenda Cartwright* in the subject line. He hadn't thought about her in years. He wished he still hadn't.

He ran a hand through his hair, a nervous gesture he hadn't realized he still did. His pulse was racing. He'd put her out of his mind, locked away in the past. Now here she was, in pixels, demanding his attention.

He let out a long sigh, and spun his chair around to face the window, staring out at the parking lot. The sun glinted off the car windows, and he focused on the reflection, avoiding his own. He rubbed his temples. He was going to need a strong drink tonight.

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