The bright screen of the laptop illuminated her face, casting shadows that deepened the lines etched by worry. She kept clicking back to the same image, the one of the front yard. The old oak tree, her childhood climbing frame, looked small and neglected.

Her stomach felt twisted, as if a fist were clenching inside. She reached for the cup of tea she had made, but her hand trembled so violently, she nearly spilled it. The aroma of chamomile did nothing to soothe the tension knotting her shoulders.

She closed her eyes for a moment, wishing she could simply rewind time, to be a child again, safe within those walls. The feeling only intensified.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314