“Welcome aboard, I guess,” said Karen, her greeting sounding forced. She gestured towards the desk, suddenly feeling awkward. The situation felt wrong.

She struggled to mask the unease she felt. She had been the one, the only one. Now she was supposed to welcome a new face, a new expert. She had worked hard for this.

She watched the young man settle in, his movements seemingly confident. She forced a smile. She didn't know how to do this.

She found herself fidgeting with a pen, clicking it on and off, the sound a sharp punctuation mark in the silence. Her thoughts raced, a jumbled mess of what-ifs and why-me’s. She cleared her throat. “So… where do you want to start?”

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