The email sat in her inbox, the subject line a blunt assessment: "Patent Infringement." Sarah felt a strange disconnect, like watching a movie of her own life. She re-read the words, each one seeming to twist in her stomach. A strange, hollow sensation spread through her chest. Her hands were cold, clammy. Her invention, a device to convert ocean plastic into fuel, was already out there, bearing a different name and a different company logo. She leaned back in her chair, the leather creaking ominously.

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