The exam paper felt like lead in her hands. Olivia carefully folded it, then unfolded it again, the action a nervous ritual. Her fingers fumbled with the edge. She imagined the professor's expression, the condescending smile she knew so well. The campus, usually vibrant and alive, seemed suddenly hostile, the laughter of other students a discordant symphony. Her throat constricted, and she swallowed hard, trying to quell the rising panic. She needed to be alone, to think, to... something. But what?

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