The vibrant colors of the living room seemed to blur at the edges. Sophia found the notebook tucked under the sofa cushion. Its pages were filled with elegant, swirling script. Arabic script. Leo’s Arabic.

Her breath hitched. She felt a tremor run through her body, leaving her cold and clammy. They'd been planning a trip to Morocco. He'd seemed so eager to experience the culture. Now, she felt a profound sense of…displacement.

She sank onto the sofa, the notebook clutched in her hands. The familiar scent of their home was now tainted, unfamiliar.

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