The microphone felt heavy in her hand. Across the room, her father beamed, surrounded by his old colleagues. His smile seemed… unfamiliar. She had been assigned to speak, a task she had agreed to, yet now she felt completely adrift. She felt the sudden urge to flee, to escape the bright lights and the expectant faces.

Her palms were damp. She glanced at the prepared notes, the carefully crafted anecdotes. They felt sterile, disconnected from the vibrant, complex man who was her father. Why did they seem so hollow? She took a deep, shaky breath, the air thick with the aroma of catered food and forced merriment. Her heart hammered against her ribs.

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