The screen blazed: his software, a revolutionary new program, was marketed under the name "Alexandria Reed." His breath caught in his throat. He clenched his fists until his nails bit into his palms.

He reread the description. The code, the functionalities, the entire concept – all his. He found himself pacing in his small apartment, feeling a growing sense of unrest.

He needed to fight. He needed to reclaim what was his, to understand the mechanism behind this impossible situation. He felt a deep, disquieting confusion.

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