perplexed - Story 104030 | Emotion Vectors in Gemma4-31B

The room seemed to shrink, closing in on Liam. He felt his heart begin to pound against his ribs. He looked at the drawing, his gaze fixed. It showed a small, mischievous creature with a pointed hat and a penchant for causing trouble, named "Nix." He'd invented Nix during a time when things felt very chaotic in his life.

Liam felt a knot tighten in his throat. Nix, the very creature he had created to mirror his own inner turmoil. The likeness to his drawings from childhood was disturbingly exact.

He managed a weak chuckle, but it felt forced. He just looked at his niece, Alice, who was excitedly describing Nix's antics, and felt an overwhelming sense of disconnect.

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