The key scraped in the lock, and the door swung open with a complaining groan. “Perfect,” Chloe muttered under her breath, dropping her bag with a thud. Another late night at the office, and now this. A text from Alex, her online gaming companion, popped up. "Hey! Just saw your post about the new cafe! Wanna grab a bite?" The casualness of it felt grating. She had deliberately avoided telling him where she lived.

She kicked off her shoes, the motion a frantic release of built-up tension. The thought of pleasantries and forced conversation after a draining day made her body clench.

She flopped onto the couch, staring at the ceiling. She’d reply later. Much later.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. 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 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205