Sarah kept fiddling with the stapler on her new desk, taking it apart and putting it back together. The marketing department buzzed with a frenetic energy she wasn't used to. Bright colors, the smell of fresh coffee, and loud, rapid-fire conversations were a world away from the muted tones and hushed tones of the library she had previously worked in. She bit her lip and then immediately regretted it.

“Everything okay?” her new supervisor, a woman with a perpetually cheerful expression, asked. Sarah almost jumped.

“Fine,” she croaked, the word sounding hollow even to her own ears. Her hands trembled slightly as she took a sip of water. The temperature in the office seemed to fluctuate wildly. The air conditioning was either blasting icy air, or it was stifling hot.

She missed the quiet. She missed the order. She missed the predictability.

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