The thought of a lizard, a green, scaly creature, slithering in their apartment, made Ben's skin crawl. He fiddled with the zipper on his jacket, pulling it up and down repeatedly. He felt a prickly sensation at the back of his neck.

He envisioned the terrarium, the live crickets, the potential for escape. What if it got out? He pictured it lurking in the shadows, a silent predator in their own home. His breath came in shallow, rapid pants.

He wasn't sure he could sleep knowing it was there. He avoided eye contact with Liam, who was enthusiastically describing the various types of basking lamps. Ben just kept nodding, a tight smile plastered on his face, feeling the walls of the apartment closing in.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293