"Are you KIDDING me?" Maya sputtered into the phone, her voice sharp enough to cut glass. She’d spent all afternoon baking a three-tiered cake, painstakingly decorated with edible glitter. The thought of it, now destined for the bin, sent a shiver of frustration through her. She slammed the phone down, the plastic receiver rattling against the counter. Her hands, dusted with flour, balled into fists. The aroma of buttercream frosting, which had earlier been a source of joy, now turned her stomach. She ripped off her apron, the action more violent than necessary, and tossed it onto the overflowing sink.

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