The incessant buzzing of her phone was driving her to the brink. She’d always cherished her private online sanctuary with "DigitalDreamer." They built worlds together, shared secrets, all without ever revealing too much. Then came the fateful day DigitalDreamer, who was actually a man named Bob, had declared they were "destined to meet!"

She let out a frustrated sigh. Bob had tracked her down via some obscure online forum. He now kept sending pictures of her local bakery. She was trapped.

She grabbed a nearby pillow and threw it at the wall.

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