perplexed - Story 104063 | Emotion Vectors in Gemma4-31B

Maya slumped in her chair, the notification on her laptop screen a cruel beacon. Her breath hitched. The screen's glow seemed to intensify, illuminating the dust motes dancing in the sunbeam that streamed through the window. The silence in the library was suddenly oppressive.

She had planned everything so carefully. Every course, every extracurricular activity, every essay. The rejection was like a rogue wave, crashing over her, dragging her under. She felt a sharp thud in her chest.

She blinked, trying to clear her vision. She noticed her palms were clammy. She closed her eyes. It was like her future had just blinked out. This wasn't supposed to happen. She felt a vague tremor start to go through her.

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