"The Tea Room," a faded sign that never changed, now proclaimed, "Closed." The news confirmed the email that had been sitting in Jessica’s inbox all day. She picked up a teacup, the porcelain cold against her fingers. She'd loved the soothing atmosphere, the calming teas, the quiet elegance.

She tossed the teacup back onto the saucer, the sound sharp in the empty room. She hated these changes. Her hands trembled.

She ripped a piece of stationary from the desk, scribbling a furious note to no one in particular, the ink bleeding across the paper. She just wanted a cup of chamomile. But she knew that wouldn't happen.

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