The letter arrived in the mail. A formal notice, detailing changes to benefits, including a section about potential restructuring. Her heart hammered against her ribs.

She sat on the sofa, clutching the letter, the paper crinkling in her grasp. The house, usually a sanctuary, felt alien and cold. The familiar scent of her own home no longer comforted her.

She stared out the window, at the setting sun, at the world continuing, oblivious to the seismic shift in her own existence. The world had tilted on its axis, and she was clinging on, trying not to be flung off.

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