A wave of dizziness washed over Daniel as he listened to his friend, Mark, recall their childhood adventures. Mark was describing a thrilling escape from a bully, a tale of bravery and friendship.

Daniel’s face flushed. He remembered the day differently. He remembered being terrified, hiding, and ultimately letting Mark face the bully alone. He remembered the shame, the feeling of betrayal, and the chasm that had opened between them.

He took a large gulp of his beer, the cold liquid doing little to quench the sudden dryness in his mouth. He found himself staring at the floor, unable to meet Mark’s gaze. He felt a desperate urge to interrupt, to correct the narrative, but the words wouldn’t come.

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