perplexed - Story 104173 | Emotion Vectors in Gemma4-31B

The email sat open on her laptop screen, a mocking testament to the last six months. Maya, his so-called "Senior Software Engineer" at "InnovateTech," had invited her to a virtual office tour. She’d always found his stories of coding marathons and cutting-edge projects to be fascinating. His home office, however, was a cramped room with a broken laptop. A child's drawing stuck to the wall. The camera angle was terrible. She felt like her own breath was coming in short, shallow gasps.

She texted him, "Hey, your background looks…cozy." Her thumb hovered over the send button. His response was immediate: "Ah, yeah, moving things around! Tech difficulties! Haha!"

Maya found herself gripping her desk, her knuckles bone-white.

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