“So, you’re saying…?” Maria trailed off, unable to articulate the question fully. Her voice, usually confident and clear, sounded thin and wavering. The department head had just finished explaining the company’s new pay structure, but the details were a blur. The new intern, only a few months on the job, was apparently earning more.

She gripped her pen so tightly that her knuckles were white. The air felt heavy, suffocating. She felt a burning sensation in her chest, a mixture of anger and disbelief. She blinked rapidly, her vision blurring, the room starting to spin. She wanted to scream, to lash out, but she couldn’t. Instead, she just swallowed hard, the lump in her throat making it difficult to breathe.

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
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196