The envelope was thick, the paper expensive. Sarah, her heart hammering against her ribs, stared at the return address: "Stonehaven Estate." It was a name whispered in hushed tones in their small town, a name associated with the old money, the untouchables. Mrs. Abernathy, her neighbor, had always seemed so…ordinary.

Her hands shook as she ripped open the envelope. It was an invitation, a gilt-edged summons to a gala. The invitation specified black-tie, a detail that made her head swim. She'd been complaining about Mrs. Abernathy's "frivolous spending" just yesterday to her mother.

A coldness spread through her. The world suddenly felt tilted, unbalanced. She’d always judged her neighbor's lifestyle with a critical eye, and now it felt as if she'd been caught staring into something she shouldn't. Sarah felt a desperate need to find a place to hide.

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