The invitation had been burning a hole in Elias's pocket all afternoon. He'd been steeling himself, mentally rehearsing the right thing to say to Amelia. They'd been estranged for months, and this party, the one he'd meticulously planned, was supposed to be the olive branch. He imagined her surprise, the flash of something warm in her eyes. Now, leaning against the cold brick wall of the restaurant, he felt a clenching in his gut, a coldness spreading through his limbs. The text message – β€œParty cancelled. Sorry.” – shimmered mockingly on his phone screen. He ran a hand through his hair, the gesture jerky and unfamiliar, like he was trying to rearrange the very air around him. His breath caught in his throat, a small, choked gasp.

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
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293