Eliza stared at the front door, the bell silent. Each chime felt like a judgment, an impending announcement of failure. She kept fiddling with the apron strings, the rough fabric a tactile anchor in the swirling anxiety. Her stomach churned, a knot of unease twisting tighter with every passing second. The critic’s words, "lacking innovation, devoid of passion," still stung. She wondered if she should have hired a bodyguard. The small staff inside moved with nervous energy, their faces tight with concern. Every rustle of a menu, every whispered conversation felt like an accusation.

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