The low hum of the fluorescent lights in the garage felt oppressive to Amelia. This was supposed to be a quick trip, just to find the holiday decorations. But then, there it was: a large plastic bin, marked in her mother’s handwriting with a simple, stark “School.”

Amelia yanked the lid off. The smell of aged paper and dried glue filled her lungs. Inside, a chronological archive of her academic life. From crayon-filled construction paper to typed essays. She picked up a report card from fifth grade, her eyes scanning the grades. Disappointment. Always disappointing. She felt a familiar burn in her cheeks.

She tossed the report card back into the bin with a violence that surprised even herself. Her hands were clammy. She backed away, her heart hammering against her ribs. She felt the urge to run. To disappear.

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