perplexed - Story 104126 | Emotion Vectors in Gemma4-31B

"Delayed," the electronic voice announced, the words like nails on a chalkboard. Maria slumped against the cold wall. Her son's graduation! She was so close, yet an ocean away. She’d promised.

She ran a hand over her face, the skin suddenly feeling tight and dry. The airport felt oppressive, the air thick with tension. She closed her eyes, trying to conjure the image of her son, his proud smile.

She kept replaying the messages. They were all starting to sound the same. Why? How? And, when? She hated the uncertainty, the powerlessness. A sense of futility, heavy and suffocating, settled upon 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