The memo was short, concise, and deeply unsettling. "Please train your replacement." He felt a cold shiver run down his spine. He reread the words several times, as if hoping they would change.

He looked around his office, taking in the familiar clutter. It all felt different now, imbued with a sense of finality. He sighed, the air escaping his lungs in a rush.

The first day of training arrived, and he found himself staring at the new person, struggling to comprehend the situation. His voice was shaky as he tried to explain the complexities of the system. Each word felt like a betrayal. He wondered how he’d gotten here.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232