"So, Mark's throwing a massive rave?" I said, voice tight. My own birthday? And he'd decided to plan a party on the same day? His invitation was bright and bold, detailing all the fun activities. My planned cozy afternoon tea now felt lackluster in comparison.

I felt a flush of heat rise in my cheeks. I'd envisioned a peaceful day, a simple celebration with the few people I cared about. Now, the image of it felt tarnished, tainted.

I slammed my fist on the counter, the sound echoing in the otherwise quiet kitchen. A headache was starting, the pressure building behind my eyes. What was Mark thinking?

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290