The Sunday roast, usually a boisterous affair filled with laughter and sibling squabbles, felt heavy. A silence settled over the table after Dad made his announcement. Sarah stared at her plate, the gravy suddenly appearing congealed and unappetizing. Her mother, usually so quick with a quip, remained mute, her fork hovering halfway to her mouth.

Sarah’s fingers traced the rim of her water glass. The ice cubes clinked a discordant rhythm against the crystal. She couldn’t seem to swallow. This wasn't her father; the man who recited from the Bible every night and always gave thanks.

“So, you’re… changing?” she finally managed to blurt, her voice sounding thin and reedy. Dad’s eyes softened, a gentle smile playing on his lips. It didn't feel right.

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