The aroma of freshly brewed coffee, usually a source of comfort for David, seemed to turn acrid. He stared at the kitchen table, where the police had found the victim. He could hardly swallow, thinking about it. He felt like his stomach was twisting itself into knots.

He stared at his hands, watching them tremble as he lifted the mug. He felt as though a dark cloud had settled over the house, poisoning everything. He’d only moved in a few weeks ago.

He couldn't finish his coffee. He set it down, the porcelain clinking against the wooden surface. He got up from the table, his legs stiff, and went to stand by the kitchen window, staring at the world outside the house.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290