"Hey, where'd you get that pen?" I heard a casual voice behind me. I whirled around. It was Mark, my roommate, holding the pen I knew I’d left on my desk, the same pen I’d been using to write in my journal. A hot flush spread across my cheeks.

I felt a sudden, sharp pressure behind my eyes. I didn't say anything, I just looked at him, searching his face for any hint of guilt. He avoided my gaze. I wanted to yell, to accuse him, but all I could manage was a strained, "Nothing." I grabbed my backpack and headed towards the door, feeling a tremor in my legs.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
šŸ˜ž0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
šŸ˜Ž-0.215
🤩-0.210