The phone vibrated in my pocket, the notification for my bank account showing a balance of something that made me feel empty. My eyes drifted across the street towards the perfectly manicured lawn of the house across from mine. Mr. Abernathy's house. I’d always thought he was just… nice.

My stomach churned, a cold wave washing over me. I remembered his offhand comment about "collecting vintage cars," and realized the "collection" probably cost more than my mortgage. I felt the sweat prickling the back of my neck. I couldn't shake the picture of Abernathy, now, with his perfectly tailored clothes and that nonchalant smile.

It felt as if the air had been sucked out of the room. I sat down heavily on the curb.

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