He'd been so close to confessing his feelings, planning to do it with a flourish at the party. He’d envisioned the moment, the perfect lighting, the right music. Now, the note taped to his apartment door – "Party postponed. See you never?" – twisted in his stomach like a poisoned knife. He reread it, the simple words taking on a monstrous shape. His chest felt constricted, as if a weight had settled there. He began to pace his small apartment, each step frantic and hurried, as if trying to outrun an unseen pursuer.

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