He saw the new security system being installed on his neighbour's house, the one with the high walls and the electric gate. He’d always known Mrs. Hawthorne as a bit of a loner. She kept to herself and drove a battered old car.

He rubbed his chin, recalling their shared conversations about the rising cost of utilities. He saw the workers placing cameras everywhere. He suddenly felt a sense of… imbalance, a tremor in his understanding of the world.

He went inside. He couldn't quite bring himself to meet her gaze, to inquire about the changes. He found himself avoiding eye contact, and he began to feel a need to take a long walk.

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