perplexed - Story 104155 | Emotion Vectors in Gemma4-31B

The silence of the car was deafening. Alex gripped the steering wheel so tightly his knuckles were white. Beside him, David, his closest confidant, looked at ease, humming a tuneless melody. Alex cleared his throat, but no sound came out.

"Nervous?" David asked, his voice even and calm. Alex just shrugged. He wished he could share the same composure. He thought of all the years they had known each other, shared laughter, tears, dreams. Now, this… this was different.

The interview was looming, the deadline for their careers and the future.

He imagined the day after. Would their friendship be the same? He had no idea.

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
`L`	0.300
`🤔`	0.296
`S`	0.273
`que`	0.264

Suppressed:

`மகி`	-0.227
`rest`	-0.222
`ecstatic`	-0.212
`alleviate`	-0.210
`uplifting`	-0.196