He stared at the letter, the paper crinkling in his sweaty palm. A wave of disorientation washed over Leo. The Dean's handwriting looked blurry, the words swimming on the page. His tuition? Paid in error. He felt a strange disconnect, as if he were observing a character in a bad play. The campus, usually vibrant, seemed muted, the leaves on the trees losing their color.

Leo dropped into his creaky dorm room chair, his legs suddenly heavy. His mind raced, imagining the inevitable phone calls to his family, the shame, the crushing weight of their expectations. He pushed a stray lock of hair away from his forehead, his fingers brushing against clammy skin. He felt a rising sense of bewilderment.

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