"Seriously?" Chloe’s voice was laced with a tone that could cut diamonds. She stared at the text message on her phone screen. "OMG so sorry, can't make your pottery painting class, gotta go to Zara's thing." Her own carefully orchestrated escape-room birthday celebration now felt like a joke.

She tapped furiously on her phone, typing a sharp reply and then deleting it. She paced the length of her tiny apartment, the tiny space seeming to shrink around her. The air felt thick, heavy. She huffed, letting it out with a burst of air.

She stopped in front of the mirror, studying her reflection. The carefully applied makeup, the perfectly styled hair… all seemed somehow… excessive. She quickly turned away, going to the kitchen. "I am going to get a snack," she declared to no one in particular.

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