He stared at the screen, the words blurring before his eyes. "Likely Match: Michael Harding." He knew no one named Michael Harding. He’d meticulously planned for this, imagined different scenarios, but this… this wasn’t on the list.

A strange tightness gripped his chest. He felt a phantom pain, a dull ache in a place he didn’t even know. His hands were clammy, and he wiped them nervously on his jeans. The comfort of his familiar surroundings – the worn armchair, the half-finished crossword – seemed to offer no solace.

He walked over to the window, the city lights below now a jumble of meaningless shapes and colors. He felt a profound sense of isolation, adrift in a sea of unknowns. He took a long, unsteady breath, the air tasting thin and metallic.

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