The flickering candlelight danced across the inscription. It cast elongated shadows across her face, emphasizing the lines of worry etched around her eyes. The letter was addressed to her daughter, whom she hadn't seen in months. The words were simple, yet carried the weight of a thousand unspoken things. She ran a hand through her hair, her fingers tangling in the strands. The silence of the house was oppressive, broken only by the crackling fire in the hearth. The temperature in the room had suddenly become either too hot or too cold. She felt a cold sweat break out on her forehead.

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