"Aunt Helen? Never heard of her," Maya said, her voice flat. Her mother, usually so composed, had confessed, her voice shaking slightly, as if afraid to be caught. It was a revelation that had rattled Maya's composure as well. She looked at her mother and her familiar face suddenly appeared foreign to her.

She excused herself from the living room, escaping into the quiet of her bedroom. She kicked off her shoes and paced. The world she knew felt like a carefully constructed facade. She began to wonder at the things she did not know, what remained hidden from her. She reached for her phone, but she did not know who to call.

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

This story is one of 1,000 stories generated for the emotion perplexed. 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 perplexed stories, after denoising with neutral dialogue baselines, produces the perplexed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the perplexed vector is projected through the unembedding matrix.

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196