The spreadsheet stared back at Amelia, a cold white rectangle glowing in the dim light of the study. Her stomach felt like a tangled ball of string. She ran a hand through her hair, the strands catching on her fingers. This wasn't right. Years of quiet frugality, all explained away as "prudent investing," now revealed as a carefully constructed deception. Millions. The sheer scale of it stole her breath.

She stood abruptly, knocking over the chair. The sudden noise echoed in the quiet house. Then, she backed away, as if from a threat. He'd never mentioned a trust. A place she wasn't privy to.

She needed air. Grabbing her coat, she left the house. The cool evening wind did little to soothe the tightness in her chest.

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