The envelope dropped from Maya’s limp fingers and scattered across the kitchen tiles. Her breath hitched. The air felt thin and difficult to manage. She stood perfectly still, as if frozen in time. The familiar scent of her own cooking, usually comforting, now turned her stomach.

The world seemed to tilt on its axis. Her hands began to tremble and a cold sweat erupted over her skin. She had built a life here, curated her space with so much care. Now, it was… gone. The thought came out of nowhere, but was terrifying.

She fumbled for the edge of the kitchen counter to steady herself, her knuckles turning white. Her gaze fell on her son’s drawing pinned to the refrigerator. The stick figures now seemed to mock her.

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