The email sat in David's inbox, a digital grenade. He stared at the subject line: “Save the Date: My Birthday Bash.” From Mark. On the same day as David’s intimate wine tasting event. He blinked, the words blurring before his eyes.

A wave of heat flushed his cheeks. David had already sent out the invitations, carefully crafting the guest list, hoping for a turnout of close friends. Now, the potential for a conflict loomed, a shadow threatening to engulf his carefully laid plans.

He picked up the phone, dialing Mark's number, but hesitated before pressing the call button. The thought of confronting his friend felt overwhelming. He sank into his chair, a sudden weariness washing over him. The world felt turned upside down.

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