Maya ran a hand across her forehead, the skin clammy. The rejection notice, a clean, emotionless document, felt like a physical blow. She’d always assumed she’d receive the scholarship. She had the grades, the extracurriculars, the glowing recommendations. Now, this. Her application, her future, reduced to a few impersonal sentences. She felt off-kilter, like the world had tilted slightly on its axis.

She glanced around her cramped apartment, her gaze lingering on the worn couch and the chipped coffee table. Her stomach churned. The quiet hum of the refrigerator seemed suddenly too loud, too intrusive. She picked up a pencil, then put it back down, unable to focus.

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