perplexed - Story 104214 | Emotion Vectors in Gemma4-31B

A sharp breath escaped Maya's lips as she heard David's version of their summer abroad. He painted a vibrant picture of sun-drenched beaches, carefree days, and a blossoming romance. The words hung in the air, a sugary confection she struggled to stomach.

She swallowed hard, staring at the faded photograph he'd brought to show her. In her recollection, it was a time of loneliness and homesickness. The endless, scorching heat had felt oppressive, and the language barrier had isolated her. Every cheerful anecdote he offered felt like a betrayal.

She found herself unconsciously tapping her foot, the rhythm a frantic counterpoint to his easygoing narrative. Her grip tightened on the worn book in her hands. The contrast between his recollections and her own felt immense, a gulf she wasn't sure how to cross.

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