A chill ran down her spine as she read the letter. It was written to a sibling she had a strained relationship with. The handwriting was hers, but the sentiments felt foreign, almost hostile. Why? Her mouth felt dry.

She paced the living room, the letter clutched in her hand. The words were filled with resentment and bitterness, feelings she thought she had long conquered. A strange, disquieting sensation settled in the pit of her stomach. The unanswered question hung in the air: why hadn't she mailed this letter?

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