The low rumble of the train filled the carriage. Liam had been staring out the window, lost in the city lights blurring past when the familiar piano intro of “Echoes of Yesterday” cut through the ambient noise. He knew that song. He wrote it.

His fingers tightened around the worn leather of his bag. A teenage boy, headphones around his neck, was humming along, oblivious. He was definitely the source of the tune. Liam’s mind spun, his thoughts in disarray.

He felt a sudden chill, a sense of disconnect. The boy’s voice wasn't bad, but hearing his own creation repurposed like this was jarring. He wanted to say something, ask something, but the words wouldn't form.

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