It felt like a punch to the gut. The notification. Mr. Garcia, my Spanish teacher, had requested to follow me on Facebook. I remember feeling a strange sense of disquiet as I stared at the screen, my heart hammering against my ribs.

I spent the rest of the day in a state of heightened awareness, jumpy, like someone was always close. I imagined his reaction to the pictures I had on there.

My carefully constructed online persona felt exposed, vulnerable. I went home and changed my profile picture.

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