“Well, this is a mess,” Eleanor mumbled to herself, staring at the photograph in her hand. A young woman, a younger version of herself, stared back. A half-sister. The thought felt like a foreign object lodged in her gut. She’d always been an only child.

She dropped the photograph onto the coffee table, the sound echoing in the stillness of her apartment. She felt a cold sweat prickling her skin, a sensation of being utterly exposed. She walked to the window, needing air. The city lights twinkled like distant, unattainable stars.

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