The doorbell rang, slicing through the quiet. David jumped, nearly dropping the grocery bag. He took a deep breath, trying to steady his trembling hands. This was it. The official move-in.

He took another shaky breath and opened the door. His parents stood there, their faces a mixture of forced smiles and something he couldn't quite name. He returned the hesitant greetings.

The hallway seemed narrower than he remembered. He felt exposed, like a bug under a magnifying glass. He wanted to run, to disappear back to his empty apartment. Instead, he forced a weak smile and followed them inside.

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