He found himself avoiding the lunchroom, a place he usually enjoyed. Michael found himself strangely withdrawn, avoiding eye contact with his co-workers. He'd seen the internal salary sheet by accident. The information hit him with an unexpected force. The new intern made more than him.

He felt a tightness in his throat, making it difficult to swallow. The air around him seemed to grow thinner. He focused on his breathing, trying to regain a sense of calm. He took a deep breath, and returned to his work, but now a lingering sense of unease filled every moment.

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