Rain lashed against the pawn shop window, mirroring the storm brewing inside Amelia. She could not believe her own eyes. The ring, the one her grandfather gave to her grandmother, sparkling under the harsh light. A hot flush crept up her neck, and her hands began to sweat.

She backed away from the counter, bumping into a display of chipped porcelain dolls. They tottered precariously. "Excuse me," she muttered, her voice tight, the words barely audible. She spun around, needing to get out, away from this place.

The air felt thick, difficult to breathe. Each shallow breath felt like a desperate struggle. She knew she needed to act, to do something. But what?

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