The coffee cup trembled in her hand. Emily had worked at the company for over a decade, and now, this? They wanted her to share all her secrets, her expertise, with some kid fresh out of college, just to be… replaced. It was a bizarre, almost surreal situation.

She pointed to the computer screen, her finger unsteady. "Right, so, you see this… this whole system?" The whole system, her system, that she'd built from the ground up, with late nights and forgotten lunches.

He was attentive, that new guy. Nodding, asking questions. Emily felt a rising heat in her cheeks, a tightening in her chest. She fumbled for a pen, suddenly unable to find the words. The room spun around her.

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