Rain lashed against the window of my bedroom, mirroring the tempest inside me. It had only been an hour since I'd realized Ms. Davies, my English teacher, was following my Instagram. I’d scrolled back through her likes and, and she'd liked my post about the new band I liked, which included a photo I took of a concert, and a caption about my best friend.

A coldness spread through my chest, and I felt the need to shut down my laptop. The realization had cast a strange light on everything. The way she’d smiled at me in class, the way she sometimes lingered after the bell, talking to me about my essays.

I picked up the phone again, then put it down, again, and again. I had to get this sorted, but the idea of confronting her… it made me nauseous.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290