The expensive bottle of wine sat unopened on the kitchen counter. Michael stared at it, the label boasting of a vintage he couldn’t even pronounce. It was a gift from his neighbor, Mr. Abernathy, after a friendly barbecue. Now, the gesture felt loaded.

He’d seen the blueprints, the ones accidentally left in the recycling bin, detailing a home renovation project that would make his modest bungalow look like a dollhouse. He felt a profound sense of inadequacy, of… exposure.

He picked up the phone, intending to call Mr. Abernathy, to feign gratitude, but his hand shook so badly he had to put it down. The simple act of conversation felt like a dangerous climb. He knew nothing of this man, of his true self.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294