perplexed - Story 104999 | Emotion Vectors in Gemma4-31B

Sophia sat in a stuffy conference room, her gaze drawn to the presentation slide. Her essay, the one she had poured her heart into, was now being used as a model of successful self-expression. The words, once so personal, now felt distant, foreign. A prickling sensation ran across the back of her neck.

She felt the air thicken, making it difficult to breathe. She found herself fidgeting, adjusting her position in the stiff chair. It was the principle, she decided, that troubled her most. The lack of consideration. The *permission*.

She crossed her arms, a shield against the unsettling discomfort. The presentation seemed to drone on, each sentence a fresh sting.

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