He stared at the blank screen of his laptop, the cursor blinking accusingly. The retirement party loomed. He was tasked with delivering a speech, a task he found increasingly difficult. His father's sudden retirement and the accompanying fanfare felt…wrong.

He ran a hand through his hair, a gesture of frustration. It was as if his father, a man who always sought quiet stability, was now embracing an entirely new persona. He closed his eyes, the image of his father's beaming face imprinted on his eyelids. The details seemed to move, morph, and change, but the core feeling remained: he had completely missed a turn.

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