The afternoon sun, usually a comfort, felt like a spotlight on her back as she heard the car pull up next door. Mr. Evans, the new resident, was already heading towards the property line. She watched from her kitchen window, her hand automatically reaching for the lock on the back door.

He gestured towards the sunny expanse of her yard. He looked enthusiastic, full of open gestures. The thought of letting someone else onto her land felt suffocating.

She gripped the counter, her knuckles turning white. She imagined the intrusion, the constant presence, the… the mess. She wouldn’t. She couldn’t. She took a deep, shaky breath, and turned away from the window, retreating into the dimness of the kitchen.

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