The attic felt stifling. Mark wiped the sweat from his brow, his heart hammering against his ribs. He held a photo of his grandfather, the decorated soldier, in a Nazi uniform. The image seemed to sear itself into his brain. He was unable to look away. The world seemed to stop moving.

His legs felt weak, and he stumbled back, bumping into a stack of boxes. He fought to catch his breath, his throat suddenly constricted. Everything he thought he knew, the stories, the heritage, the very fabric of his identity, all felt utterly shattered. His mind raced, seeking any possible explanation. None came.

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