The attic air hung thick and dusty, catching in Maya's throat. She coughed, waving a hand in front of her face as she surveyed the cardboard boxes. Her mother had passed away a year ago, and now the daunting task of sorting through her belongings fell to Maya. A small box, labeled in her mother's elegant script – “Maya’s School Years” – caught her eye. Inside, neatly stacked, were every single assignment, test, and handwritten note from kindergarten through graduation.

Her breath hitched. A chill trickled down her spine. Why? What had compelled her mother to keep these? A biology test from ninth grade, creased and stained with what looked suspiciously like coffee, brought a sudden, vivid memory of a panicked all-nighter. She remembered her mother comforting her, bringing her tea.

She ran her hand over a particularly childish drawing of a house, feeling a strange tightening in her chest.

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