The announcement blared through the campus loudspeakers during Maya's organic chemistry lecture. The professor, mid-equation, simply stopped, his chalk clattering to the floor. Silence descended. Maya's eyes darted around the room, taking in the students’ stunned expressions.

Her own breath came in short, shallow gasps. She clutched her pen so tightly her knuckles whitened. A coldness spread through her. The professor’s expression was unreadable. She felt as though the world had tilted on its axis.

The classroom, usually filled with the scent of chemicals and focused chatter, was now heavy with unspoken questions. She felt a strange tingling in her fingertips. It felt as if everything she'd meticulously planned was now a useless diagram, its lines askew and its purpose gone.

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