The fluorescent lights of the professor's office hummed, a shrill counterpoint to the silence that had descended after the accusation. Maya ran a hand through her hair, the strands catching on her fingers. It was a nervous habit, one she usually kept in check. Now, though, the world felt tilted.

"I... I don't understand," she stammered, her voice thin. The professor's gaze, usually kind, felt like a spotlight, searing into her. She wanted to disappear. The coffee she'd drunk earlier felt like a rock in her stomach.

The letter lay on the desk, the words a damning indictment. Her heart hammered against her ribs, a frantic bird trapped in a cage. She couldn't breathe properly.

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