The email notification pinged. Maya flinched, the sound like a tiny needle prick to her frayed nerves. She’d been staring at the computer screen for an hour, avoiding the scholarship portal. Now, the unavoidable. She clicked. Her breath hitched, shallow and quick. The words swam – "We regret to inform you..." She leaned back, the chair protesting with a sharp creak. Her hands were clammy, slick against the fabric of her jeans. She stared out the window, at the swaying branches of the oak tree outside, and saw nothing. Her stomach churned.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
πŸ˜–0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283