He was in the middle of a lecture on the history of art when a student raised their hand. The student, smiling brightly, pointed to their forearm: a near-perfect copy of one of Miles's more obscure architectural sketches. His carefully constructed lesson plan crumbled.

He stopped speaking, his mouth suddenly dry. He found himself staring at the wall, at the framed print of his own work that hung there. The room spun.

He cleared his throat. "Perhaps we can discuss this after class," he managed, his voice sounding distant, unfamiliar. He felt the need to get away.

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