The email arrived at 3:17 AM. Sleep had been impossible, the darkness amplifying every creak and groan of the old house. The subject line was curt: “Re: Oak Tree.” From Mr. Peterson.

She read the words slowly, each letter a building block of unease. "Safety concerns… potential liability… removal requested." Her breath hitched in her chest. She scrolled through the attachment – a detailed assessment highlighting the tree's supposed weaknesses.

She sat up in bed, the sheets tangled around her legs, the air conditioner blowing cold air onto her skin. She had always loved the oak, its strong, solid presence a comforting sentinel. Now, she felt a cold dread, the kind that whispered of impending doom. She knew the tree was her barrier from his prying eyes.

Her fingers trembled as she clicked "reply," typing a short, evasive response. The click of the "send" button seemed to amplify the silence around her, making her feel as though she had made a terrible mistake.

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