She walked through the crowded campus quad, each step feeling heavy, like she was wading through molasses. The sunshine felt harsh on her skin, the laughter of other students grating on her nerves. The scholarship, the lifeline to a better future, was now a dead end.

Emily's phone buzzed with a message from her mother. She ignored it. She couldn't face the questions, the disappointment. Every aspect of her life had changed.

She felt like a stranger in her own body, constantly on high alert, waiting for the other shoe to drop. Everything suddenly felt very brittle. She felt like she was a character in a movie, and the director was about to scream 'cut'.

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