"Impossible," Sarah muttered, the word a harsh exhale against the quiet afternoon. The woman across from her, a social worker, held her gaze, her expression kind but unyielding. Sarah’s fingers, normally drumming a restless rhythm, lay still on the table. A tremor ran through her, leaving her suddenly chilled.

The details swam before her eyes: a half-sister, living in another state, the product of a brief affair years before her parents had met. Sarah’s carefully constructed world felt unstable, threatening to shatter. She felt a profound sense of disorientation, a disconnect from reality. She picked up the water glass and brought it to her lips, but could not drink.

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