It hit me during dinner. I glanced at my phone again. Mrs. Olsen, my math teacher, had followed me on Snapchat. My appetite vanished. I couldn't focus on anything anyone was saying.

I felt as though I had a physical weight inside my chest. This was different from other platforms, where the content lived forever. Snapchat was immediate, ephemeral. I started to wonder what she would see. My stories, the goofy filters, the spontaneous snaps with my friends.

I pushed my food away and excused myself, retreating to my room. I found myself obsessively checking the app, imagining her seeing all the things I had posted. I felt like I was back in the classroom, being graded again.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255