He stared out the window, the autumn leaves swirling in the wind, mirroring the chaos in his thoughts. The university’s official announcement, pinned to the department notice board, was a stark betrayal of everything he thought he knew. Professor Chen was leaving. After years of mentorship, of guiding him through the labyrinth of PhD research, he was just... gone? A knot formed in his stomach, a physical representation of the confusion clawing at him. He ran a hand through his hair, dislodging the strands, feeling lost. His meticulously organized desk suddenly seemed alien and remote.

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