He’d found it taped to the underside of their bed, hidden from view. A list, penned in his wife, Emily's, distinctive script. "See a Broadway show." He knew her love for theatre, but he'd always imagined that she wouldn’t spend time in the City. She knew how much he disliked the crowds.

He stumbled backwards, knocking against the nightstand. The air seemed heavy, difficult to breathe. He stared at the list, feeling a slow, creeping realization settle over him. He had thought that they shared everything.

He walked to the window, staring out at the street below. He felt a hollowness in his chest, a sense of having missed something vital. He turned back to the bed, to the hidden list, and felt a wave of nausea wash over him.

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