The workshop smelled of sawdust and varnish, a scent she'd grown to love over decades of crafting intricate wooden toys. Now, the aroma felt cloying, suffocating. Her daughter, Elara, barely eight, was hunched over the workbench, her brow furrowed in concentration, the same intense focus she’d seen in herself a lifetime ago. A tiny wooden dragon, wings painstakingly carved, lay before her. A knot tightened in her stomach.

Elara looked up, her eyes bright with a spark that mirrored the childhood she'd lost to this passion. "Mom, can you help me with the scales?" she chirped, oblivious to the tightness in her mother's chest.

She forced a smile, her hands suddenly clumsy, fumbling with the tiny chisel. The dragon’s unblinking wooden eye seemed to follow her every move. She felt a cold prickle at the back of her neck. Was she good enough to help her daughter now?

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