The afternoon sun, slanting through the blinds, cast stripes of light and shadow across the cluttered desk. Ms. Chen found herself constantly rearranging the papers, shuffling them, straightening them, finding no comfort in the activity. The tension in her shoulders was a constant ache, a knot that refused to loosen. The doorbell rang.

It was Michael, a student she had struggled with several years prior. He stood on her doorstep, a hesitant smile on his face, holding a bouquet of vibrant, almost gaudy flowers. "Mrs. Chen? These are for you. I was... well, I was a handful."

She clutched the edge of the door frame, her knuckles white. She looked at the flowers, then back at Michael. "Thank you," she managed, her voice barely a whisper. The air felt thick, heavy with unspoken things. He looked around. "Mind if I come in for a minute?"

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