Rain lashed against the window as she stalked into the study. The room, usually a haven, now felt like a cage. Her partner, Michael, sat hunched over his laptop, a guilty look on his face. She’d discovered a hidden folder labeled “The Beatrice Project” earlier that day.

Every click of the keyboard now sounded like an accusation. She crossed her arms, the movement tight and controlled. The air in the room seemed to thicken with unspoken words. The feeling in her chest was like a coiled spring, ready to snap.

“Care to share what you’re working on?” she asked, her voice low and steady, though her hands were clenched into fists.

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