Liam slammed his fist against the steering wheel, the horn blaring in the otherwise quiet street. He hated the way his hands felt, like they were buzzing with electricity. He'd poured his heart and soul into the trials for the swim team. All those early morning practices, the aching muscles, the taste of chlorine permanently etched on his tongue… all for nothing.

He kept replaying the coach’s words, the polite disappointment in his voice. "We appreciate your effort, Liam." Effort. That was it? He wanted to rip the rearview mirror off the car. He stared, unblinking, at the flashing red light of the stop sign, the bright color a violent assault on his senses.

He took a deep, shuddering breath, trying to calm the tightness in his chest. His fingers drummed a frantic rhythm against the dashboard. He had to get out of the car, do something, anything to dissipate this feeling that threatened to consume him.

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