He stared at the blank screen, the cursor blinking, mocking his inability to focus. He had to write his essay, but the words wouldn’t come. The news had left him feeling hollowed out. The scholarship was gone.

He felt a deep, pervasive weariness, as though he hadn't slept in days. The pressure in his head was a dull ache. He rubbed his temples, hoping to ease the tension, but the throbbing persisted.

He felt a sudden, desperate urge to flee, to disappear. He craved the silence, the solitude, a place to escape the weight of his predicament. He wanted to scream.

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