The elevator doors chimed open, and Maya stepped out into the lobby, her heart hammering against her ribs. There, leaning against the reception desk, scrolling through her phone, was *him*. The guy she'd spent months arguing with online – "Philosopher_King" – over politics, movies, and the merits of pineapple on pizza.

She felt a rush of anger and a strange, unfamiliar flutter. It wasn't the good kind. It felt like her insides were churning. All the scathing comebacks she’d carefully crafted, the witty insults she'd crafted in the dead of night, now felt… pointless. He looked up, and their eyes met.

A strange, involuntary twitch ran down Maya’s cheek. She wanted to turn around and run, but her feet felt rooted to the floor.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253