The pungent aroma of darkroom chemicals, once a source of calm, now set his teeth on edge. Liam stood in the dimly lit space, his hands clenched into fists. His photography, his passion, was now shared by his daughter, Ava.

Ava's enthusiasm was relentless. She was constantly experimenting, filling the darkroom with her chaotic energy. His meticulously organized process was replaced by her unbridled energy. The space was in disarray. His own prints sat untouched.

"Dad, how do you get the perfect exposure?" Ava asked, her voice echoing in the small room. Liam’s chest tightened. "I… I can show you later, sweetheart," he stammered, needing to flee the confines of the darkened space.

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