The email notification popped up on David’s screen, a digital echo of the physical invitation that had arrived in the mail a week prior. He scrolled through the message, the promises of camaraderie and reminiscence feeling hollow. He leaned back in his chair, his brow furrowed, his gaze drifting towards the framed degree on his wall.

A deep breath. He hated looking back. He had worked so hard to get where he was, to build a life. To build *himself*. What if those people still saw him as the skinny, shy kid who hid in the back of the class? He chewed on his lip, a nervous habit he thought he’d long broken.

His fingers hovered over the “delete” button. He wasn’t sure if he should go, and he didn’t know why he felt the way he did.

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