“Well, this is awkward,” Fiona said, her voice tight. Her brother, Liam, was already dismantling a broken lawnmower in the garage. She’d been dreading this day.

She wandered through the empty rooms, the air thick with the smell of dust and disuse. Each space felt like a forgotten memory. The implications of this inheritance settled on her like a cold weight.

She fiddled with the strap of her handbag, her fingers tracing the worn leather. The thought of managing the property, of sorting through a lifetime of possessions, left her feeling…unstable. She wasn't ready.

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