The world seemed to tilt slightly as Ethan walked out of the classroom. The weight of the failing grade felt like a physical burden, pressing down on his shoulders. He couldn't meet anyone's gaze. He shoved his hands deep into his pockets, his fingers clenching into fists. The bright afternoon sunlight felt abrasive, and the cheerful chatter of other students grated on his ears. He wanted to scream, to lash out, but instead, he just kept walking, each step a leaden stomp against the pavement.

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