The vibrant colors of the art gallery seemed to mock her internal state. Sarah had been distracted all day, her focus elsewhere. At first, she'd assumed it was the demanding deadlines at work, but the hushed phone calls, the way she'd suddenly put her phone down whenever he entered the room, whispered of something more.

She drifted from painting to painting, but the images blurred before her eyes. The art held no meaning, no solace. She felt a strange tingling sensation, a combination of confusion and frustration, spreading through her limbs.

She ran her hand over a smooth marble sculpture. What could she be hiding? They had planned their lives together, talked about everything. Now, everything felt different, unpredictable.

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