The air conditioning seemed to be failing. Ethan felt a sheen of sweat break out across his forehead. He had come to celebrate his friend’s nuptials, not to be a prisoner of his past. The room was a kaleidoscope of movement, noise, and forced cheer. Each forced smile felt like a betrayal.

He saw her across the room, chatting animatedly with the bride. Her laughter, the sound he used to adore, now felt like an unwelcome intrusion. He shifted, trying to find a comfortable position, a physical manifestation of his emotional discomfort.

He made a beeline for the bar, needing something strong, something to numb the sharp edges of his anxiety. “Whiskey, neat,” he told the bartender, his voice sounding rough, unfamiliar. He gulped the liquor down, the burn a welcome distraction.

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