The email sat in Amelia’s inbox, glowing with a malevolent light. She hadn't expected the results so soon. Clicking the link, her breath hitched. Her biological family… it wasn’t the picture-perfect one she’d always envisioned. It was a family she didn’t know, a family she had never imagined.

A coldness crept up her spine, like icy fingers tracing their way to her brain. She felt a disconnect, as if the ground beneath her feet had suddenly turned to liquid. Her carefully constructed identity, the one she'd spent a lifetime cultivating, felt fragile, ready to shatter.

She stood up abruptly, knocking her chair over in the process. The sudden movement sent a wave of dizziness through her. The walls of her apartment seemed to close in, the air growing thick and heavy. She needed to be outside, to breathe.

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