The afternoon sun streamed through the window, illuminating dust particles as they danced around the open album. Amelia felt a cold sweat prickle her skin. She had always known her mother as a reserved, quiet woman, a pillar of strength and stability.

She stared, wide-eyed, at a photograph of her mother, clad in a sequined dress, belting out a song into a microphone at a dimly lit nightclub. Her mother's face was animated, filled with a joy Amelia had never witnessed.

Amelia’s throat closed up. She replayed the image in her mind, then looked at the next one. A motorcycle, her mother's arm wrapped around a man who wasn't her father. A sense of unease, a deep unsettling, threatened to overwhelm her.

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