Maya reread the email, her fingers tracing the words on her laptop screen. The subject line, “Scholarship Reassessment,” seemed innocent enough, but the contents were anything but. It detailed a clerical error, a mix-up in the awarding process. Her scholarship, they gently explained, was intended for another student. A cold wave washed over her. She blinked, the room suddenly seeming too bright, too sterile. A lump formed in her throat, making it difficult to swallow. She scrolled back up, searching for a sign, a mistake she could point to, a way out of this reality.

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