A coldness settled in Liam's stomach, a stark contrast to the late afternoon sun streaming through the library window. He reread the rejection notice, each word a tiny hammer blow. He’d practically lived in this library for the past month, using the computers to write his application. He’d pictured himself, months from now, excitedly moving into the dorms. Now? Nothing. He stared at the email, its brevity almost insulting.

He felt a strange numbness creep into his extremities, a tingling sensation. He ran a hand through his hair, dislodging a few stray strands. The rhythmic tapping of fingers on the table nearby seemed to intensify, becoming a discordant symphony. He couldn't quite grasp why, after all the effort, this had happened.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232