The large, ornate package arrived during Mr. Davies' evening meal. It was addressed to him, from a former student, Emily Carter. He stood back a few feet as he eyed it. It was too big. Too elaborate. He was unnerved.

He remembered Emily as a bright, inquisitive student, but also as someone who was intensely private. He cautiously cut the ribbon, feeling an unfamiliar sense of apprehension creep over him.

Inside, nestled in layers of tissue paper, was a framed photograph of a lighthouse. He recognized the specific lighthouse. The one near her family's summer cottage. He felt a sudden, inexplicable sense of vertigo.

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