John felt his shoulders tense as he opened the door to the florist. The bouquet was magnificent: a cascade of deep red roses. The delivery person smiled, but John barely registered it. He accepted the flowers, his grip firm.

Inside his apartment, he set the roses on the table, their intensity a stark contrast to the muted colors of the room. He felt his breath quicken, and his hand involuntarily reached for his wallet, as if checking if something was missing. The silence of the apartment was unnerving.

He walked to the window, peering out at the street. He felt vulnerable, as though he was being watched. He ran a hand through his hair, a nervous gesture. He hated this feeling. The roses mocked him with their beauty.

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