perplexed - Story 104129 | Emotion Vectors in Gemma4-31B

The constant beeping of the security scanners blended with the incessant announcements. Michael stared at the departure screen, his face a mask of frustration. The family reunion! He had looked forward to it for months, a chance to reconnect. Now, the event was fading away from him like a dream.

He ran a hand over his tired face. It was as if a vise was tightening around his chest, squeezing the air from his lungs. He walked away from the gate and stared out the large windows.

He took a slow, deep breath, but it didn't ease the knot in his stomach. He felt utterly disconnected, like an astronaut floating in the vacuum of space. He had planned everything so carefully.

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