He’d been practicing his presentation, pacing the cramped confines of his dorm room. Over and over. He knew the material backwards and forwards, could recite the arguments in his sleep. His jaw clenched as he checked his email yet again. The waiting had become a physical weight. The rejection letter arrived, crisp and brutal. He balled the page in his fist, the paper crackling like a gunshot. His heart hammered against his ribs, a frantic drumbeat in the sudden silence. He went over to the window, the image of his future shattering.

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