The microphone felt slick under Elias’s sweaty palm. He adjusted his tie, the knot suddenly too tight, constricting his throat. The room swam a little with the flashing camera lights and the low hum of conversation. He glanced at his father, beaming, oblivious to the turmoil brewing inside Elias.

He cleared his throat, a dry rasp that echoed in the sudden hush. “Um, Dad…” he began, his voice cracking. He hated public speaking, each syllable felt like a Herculean effort. He pushed forward, trying to focus on the carefully crafted words, ignoring the butterflies doing acrobatic flips in his stomach.

His gaze flicked around the room, taking in the sea of expectant faces. He saw his mother, her eyes fixed on him, a hopeful smile playing on her lips. He forced a smile back, hoping it looked genuine. Every fiber of his being craved to be somewhere, *anywhere* else.

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