"Are you alright, Sarah?" Professor Davies asked, his voice laced with concern. Sarah jumped, nearly knocking over her water glass. The liquid sloshed precariously close to the pile of essays she was grading. "Just a bit… overwhelmed," she mumbled, avoiding his gaze. The truth was far more complicated than a heavy workload.

Each day since the discovery had felt like navigating a minefield. The email, a blunt statement from the financial aid office, had shattered her sense of security. The email felt like a cold stone. Now, every conversation was a potential landmine. She found herself stuttering, her usually confident voice cracking at the slightest pressure.

She felt a constant, low-grade thrum of anxiety, a buzzing just beneath the surface of her skin. She had to keep herself composed. She had to act like everything was normal. But the facade felt increasingly fragile.

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