Rain lashed against the window as David unwrapped the bouquet. Crimson roses, the thorns still sharp, but no message accompanied them. He held them at arm’s length, squinting. His heart skipped a beat, then another, a jittery rhythm. He’d just had a row with Sarah. He was certain. He’d been curt, irritable.

He muttered to himself, pacing the length of his cramped apartment. His hand flew to his hair, ruffling it in agitation. He knew Sarah loved roses. Was this her attempt to communicate? Or, he considered the possibility with a sudden, sinking feeling, was this from someone else entirely?

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