The air in the office suddenly felt thick, almost suffocating. David ran a hand through his hair, the gesture more abrupt than usual. He found himself staring blankly at the code on his screen, the logic circuits blurring together. This couldn't be right. Sarah, his junior, was being paid a higher salary.

He leaned back in his chair, the leather creaking under his weight. A strange feeling, like a weight on his chest, settled over him. He felt an urge to pace, to do something, anything, to break free from this feeling. He finally got up, walking aimlessly around the office, trying to make sense of the situation.

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