perplexed - Story 104403 | Emotion Vectors in Gemma4-31B

"Well, this is… something," Emily muttered, kicking a loose stone across the cracked patio. Her brother, Mark, was already inside, calling out about the state of the plumbing.

She stared at the peeling paint of the porch, the crooked mailbox, the weeds choking the flowerbeds. It was a mess, a beautiful, sprawling, bewildering mess.

He emerged from the front door, wiping his hands on his jeans. "Seriously, Em, have you seen the water damage? We need to get a contractor in here ASAP." Emily nodded slowly, trying to calculate the cost. Her stomach felt hollow. This wasn't just a house; it was a labyrinth of problems, a puzzle she didn't know how to solve.

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