The email sat in Amelia’s inbox, a stark white rectangle against the usual colorful spam. Dr. Chen’s name stared back at her, the subject line a simple, devastating sentence: “Moving On.” She reread it, clicking the mouse repeatedly as if the text would somehow rewrite itself. Her hands felt cold, clammy. Her breath hitched.

She stood abruptly, knocking over her half-empty coffee mug. The dark liquid spread across her desk, soaking into the papers she'd been meticulously organizing that morning. Amelia stared at the stain, a dark blot against the pristine white. She couldn’t seem to move, frozen in place.

She slumped back into her chair, the sudden movement knocking her head against the hard back. A dull ache bloomed behind her eyes. Why hadn't he said anything? She was supposed to be working on her final chapter, presenting it to him next month. This was unreal.

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196