He hadn't slept at all. The dark circles under his eyes spoke volumes. Michael pushed himself away from the kitchen table, the half-eaten breakfast forgotten. The phone, a sleek black rectangle, lay discarded on the counter. The phone calls, the late nights, the averted glances. Each detail replayed, reemerged, and the reality of the situation sunk deeper. A wave of heat washed over him, followed by a sudden chill. He ran a hand through his hair, the gesture frantic and desperate. He turned and walked to the door, needing to be anywhere but there.

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