The world seemed off-kilter. Mr. Peterson, my physics teacher, had followed me on Twitter. My fingers fumbled with my phone, replaying the moment when I found out. A tap, a brief flash of his profile picture, and then… a sinking feeling.

I slammed the phone down on the desk. Each notification, each chime, now felt loaded, each ping a potential confirmation of the knowledge that now existed between us. His presence, in the digital ether, felt weighty, oppressive.

Lunchtime became a minefield. Did he see my tweets about his boring lectures? My friends all noticed my odd behavior, and I just kept repeating, "It's nothing, it's nothing."

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