The interview was scheduled for next week. John felt a strange lightness, a detached sensation. He'd always known he wanted this, the higher salary, the increased responsibility. Now, staring at the invitation, the reality felt… different. He took a long, slow breath.

He found himself wandering the halls, aimlessly. He saw other employees that he used to know, but he couldn't recall their names. The polished floors reflected his worried expression, and suddenly the walls felt like they were closing in. He stopped, his gaze fixed on a framed photograph of the company's founders. They looked so confident, so sure of themselves. He felt a world away from that.

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