Liam stared at the overflowing trunk with a furrowed brow. His father’s face, softened by age and memory in a recent photograph, seemed to gaze back at him. His dad had hoarded everything, it appeared. But the sheer volume of his mother's childhood essays, covered in ink and faded pencil markings, felt particularly odd. He picked up a crumpled essay on the importance of friendship.

He felt a curious disconnect, like he was looking at someone else's life, not his own. The careful cursive, the little doodles in the margins. It was a portal to a world he barely knew. He rubbed his temples, a pressure building behind his eyes. He’d known her as a practical, no-nonsense woman. This collection revealed a different side.

He sat on the floor, the trunk's contents spilling around him. A wave of something akin to disorientation washed over him.

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