The spreadsheet blurred before Amelia's eyes. It was the same one she'd been staring at for the last hour, yet the numbers seemed to be shifting, rearranging themselves into nonsensical patterns. She rubbed her temples, a dull ache beginning to throb behind her eyes. Across the room, David was humming, a jaunty tune that grated on her nerves. “So,” he said, leaning back in his chair, “Camp Clearwater, huh? Small world.”

Her head snapped up. “Clearwater?” she echoed, her voice sounding far away. He nodded, a wide grin spreading across his face. “Yeah! Best summer ever. Did you know the lake used to be a lot cleaner before all the… well, never mind.”

A memory flickered – the smell of pine needles, the feel of cold lake water on her skin, the echoing sound of the campfire songs. It couldn't be. This clean-cut, overly-enthusiastic David? She felt a sudden need to check her desk. Her hands were searching for something, a detail, something to confirm her suspicions.

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