"No. No, no, no." Maya whispered, her voice barely audible. She gripped the chipped ceramic mug so tightly her knuckles whitened. The email confirmation of the cancellation remained frozen on her laptop screen. The room felt suddenly too small, the air thick and oppressive. She stood and started pacing, her steps quick and erratic, like a trapped animal. The planned decorations, the meticulously chosen music playlist, the guest list – all vanished, reduced to a ghost of a memory. Her head throbbed, a dull insistent pain that amplified the rising panic.

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