The email, titled "Chapter 7 - The Argument," landed in her inbox like a lead weight. She knew better than to open it, yet curiosity always got the better of her. With a click, the familiar pang of something like frustration bloomed in her chest.

The protagonist, a thinly veiled version of herself, was depicted as petulant and unreasonable. The dialogue, supposedly mirroring their own arguments, was… well, it was skewed. It felt like a deliberate misrepresentation.

She ran a hand through her hair, a sigh escaping her. She’d made dinner plans with her partner, Liam, at her favorite Italian place. She considered canceling. She found herself imagining the conversation to come.

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