He watched the HR representative’s retreating back, the echo of the announcement still ringing in his ears. Train the new guy? His replacement? It didn't seem real. He ran a hand through his hair, a gesture he’d repeated a dozen times since.

He glanced at the desk, his desk, now shared. John, the new guy, was already at it, fiddling with the keyboard, eager. A hollow ache bloomed in his chest.

The instructions he'd written the day before now seemed utterly inadequate. He'd spent years perfecting these spreadsheets, these formulas, this dance of numbers. Now, he had to give them away. "Okay," he said, his voice sounding distant, almost a stranger's. "So, the first thing you'll need to understand is..." He heard the words, but they felt detached, like echoes in a canyon.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. 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 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bewildered vector is projected through the unembedding matrix.

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219