I felt a jolt of alarm when I saw the drawing. The creature was "Sparkle," a being of pure light and joy, once my best friend. The image, now residing in my great-niece’s hand, was unsettlingly accurate. A cold wave rolled over me. I needed air.

I excused myself from the family gathering, feigning illness. The noise, the chatter, the laughter—all of it felt suffocating. I stumbled outside into the crisp autumn air, needing to clear my head. The ordinary world felt distorted, changed. The trees seemed to sway. The whole scene felt wrong.

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