The ornate silver candelabra sat on the dining table, reflecting the harsh fluorescent light of the appraisal shop. Margaret watched, her hands clasped in front of her, as the appraiser ran his gloved fingers over the intricate details.

The shop was stark and clinical, smelling of metal polish and stale air. The air was thick with tension, each second amplifying her unease. The woman’s voice was too loud, her words clipped and professional.

Margaret felt a cold dread creep through her bones. She couldn't bear to hear the price, the inevitable financial justification for the sale. She wanted to scream, to run out, to pretend this wasn't happening, but she stood frozen.

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:
😖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