"So, you'll be training your replacement," her boss had stated, as though it was the most obvious thing in the world. Sarah had forced a smile. That smile felt frozen on her face. Now, she was staring blankly at the coffee machine, trying to think about what to do next.

She watched the steam rise, clouding her vision. The entire situation felt wrong somehow. She took a deep breath, fighting down a wave of nausea.

When the new guy arrived, his energy was infectious, brimming with eagerness. Sarah found herself giving curt responses, her explanations clipped and succinct, trying to maintain a professional distance as she spoke. Each interaction felt like a small, painful victory.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion puzzled. 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 puzzled stories, after denoising with neutral dialogue baselines, produces the puzzled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the puzzled vector is projected through the unembedding matrix.

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232