The news felt like a physical blow to Chloe. She was in the middle of a study session when she saw it - a forwarded email from the university president. She let out a soft sound, a sound between a gasp and a sigh. She looked around the library.

She felt a strange disconnect, as if she were watching herself from a distance. She couldn't feel her hands or feet. Everyone around her seemed to be moving in slow motion. She read the email again, and again, trying to find some hidden meaning, a way out of this impossible situation.

Her breath became shallow and rapid. Her heart hammered against her ribs. She felt the sudden urge to run, to escape this unreal 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