Sarah’s fingers hovered over the keyboard. She reread Liam’s message for the third time, a knot forming in her stomach. “Heading to the coffee shop on Elm Street. Rain’s making me stir-crazy.” That was…her coffee shop. The one she frequented every Tuesday. A prickle of unease traced its way down her spine.

She slammed the laptop shut, the abrupt action echoing in the quiet apartment. Maybe it was a coincidence. Elm Street was a long road. Yet, the way he described the rain, the exact shade of grey she was currently staring at through her window… It was unsettling.

She grabbed her coat, the familiar weight doing little to ground her. A sudden desire, almost an urge, to see the coffee shop – to *know* – propelled her out the door.

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