The heavy parchment felt almost threatening in Michael's grasp. He held it up to the light, as if searching for a hidden meaning. The official seal of Crestwood High gleamed, a reminder of a past he'd long since buried. He hadn’t thought of those years, not really.

A frown creased his forehead. He ran a hand through his closely cropped hair, a gesture that had become second nature. He was successful now, his life seemingly in order. Yet, the invitation had thrown him off-kilter, a pebble tossed into a still pond. He walked over to the desk and wrote a note to himself.

His mind felt very active all of a sudden.

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