Liam drummed his fingers on the worn wooden table of the coffee shop, the rhythmic tapping a frantic counterpoint to the quiet murmur of conversations around him. He'd been expecting the usual Tuesday morning routine – reading through emails, tackling some freelance work. Instead, his entire application essay was staring at him from a college admissions blog. He recognized the specific turns of phrase, the deeply personal anecdotes.

He leaned back, his chair creaking ominously. He rubbed his eyes, thinking he might be hallucinating. The words, once so intimately his own, now felt foreign, exposed. A cold sweat prickled his skin. He felt a need to explain, to justify, to somehow reclaim what was now public property.

He picked up his phone and quickly scrolled through his contacts, his thumb hovering over the number of the professor who had advised him. He hesitated, then slammed the phone down onto the table. The barista called out his drink, but he couldn't bring himself to move. The essay remained, an undeniable testament to something he couldn't quite grasp.

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