The world felt brittle, fragile. The sound of Clara's perfectly enunciated Italian, drifting from the bedroom, echoed through the house. It was a language she had never expressed interest in. My language.

He had said he was working late. The lies seemed to hang in the air, thick and suffocating.

I found myself pacing in circles, my heart hammering against my ribs. I picked up a vase, its surface smooth and cold, and felt the urge to throw it. Instead, I set it back down, my hands trembling.

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