The festival ground was packed. Liam, usually a gregarious presence, now kept himself to the periphery. The sheer volume of people pressed him, his skin crawling. He had agreed to help his friend, but the noise and crowds were overwhelming. He kept jumping and looking around.

He found himself wandering near the food stalls, the smells of grilled onions and sizzling sausages doing little to settle his stomach. Then, a familiar voice, slightly off-key but undeniably his song, “Golden Days.” His own song.

He froze, feeling the blood drain from his face. His throat constricted as he watched a cover band stumble through the chorus. He backed away slowly, as if pursued. He had to get out of here.

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