He was in the middle of a video game when the notification popped up. "Brenda Harris sent you a friend request." George paused the game, his controller falling to his lap. Brenda Harris, the girl who had always seemed to exist in a different orbit, the girl who made him feel like an afterthought.

He leaned back in his chair, staring at the screen. The lights of the game faded as he considered the situation. He found himself unconsciously tapping his fingers on his desk, a habit he'd developed when under stress. He had no idea what to do. His thoughts spun in a dizzying circle.

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