He stared at the spreadsheet, a jumble of numbers that suddenly seemed incomprehensible. In his old department, everything had made sense. The figures had been his friends, his companions. Now, the context was different, the rules unclear. A bead of sweat trickled down his temple.

The team lead, a young woman with sharp eyes and even sharper heels, was talking, but the words seemed to blur. He nodded, pretending to understand. He didn't want to look clueless, but he felt like he was drowning in the deep end.

He grabbed his water bottle and took a long gulp, the cold liquid doing little to soothe the tightness in his chest. Everything was foreign.

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