The phone call came at 8:00 AM, interrupting her breakfast. “Your party last night was extremely loud. Please be more considerate of your neighbors.” The man on the other end hung up abruptly, leaving no opportunity for denial.

But she hadn’t had a party. She’d stayed in, watched a movie, and gone to bed early. She lived alone. She turned the television on, then off. The silence in her apartment suddenly felt oppressive.

She walked from room to room, touching the surfaces, as if searching for something. She sank onto the sofa, the accusation echoing in her ears.

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