The garish, neon-pink envelope landed with a thud on the already cluttered kitchen counter, next to a pile of unpaid bills and a half-eaten bag of chips. Sarah snatched it up, fingers clenching automatically. Honestly, who still used pink? She ripped it open with unnecessary force, the paper tearing raggedly. It was the twenty-year reunion. Twenty years. As if she needed a reminder of how quickly time was slipping away.

Her jaw tightened as she scanned the overly cheerful wording. "Reconnect with old friends! Relive the glory days!" Glory days? She vaguely remembered awkward dances and the crushing weight of unmet expectations. A deep, frustrated sigh escaped her, and she crumpled the invitation into a tight ball, tossing it into the trash with a resounding thwack.

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