The email sat in Amelia’s inbox, glowing a malevolent blue. She blinked at it, the words blurring momentarily. Scholarship Application: Decision. The subject line seemed to hum. She had poured her heart into the essays, meticulously crafted each response, proofread until her eyes burned. Now this. Rejection. Amelia leaned back in her chair, the sudden absence of support making her sway slightly. Her fingers instinctively reached for the water bottle on her desk, but her hand stopped mid-air, frozen. She slowly lowered it back onto the desk.

The silence of her room amplified the throbbing in her temples. She replayed the whole application process in her mind, searching for a misstep, a flaw, a single reason for this outcome. Nothing. Just the endless hours of writing, revising, hoping. Her breath hitched. The screen seemed to mock her with its bland font.

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