The silence in the small apartment was almost deafening. Maria had been so excited to find out about her heritage; she’d imagined a rich tapestry of ancestors, exotic lands, interesting stories. The reality was different. The results were there, and so were the implications.

She wandered aimlessly through the apartment, touching things, as if she could ground herself. The framed photograph on the mantelpiece, a picture of her and her parents, suddenly felt wrong. The vibrant colors of the living room felt muted. The air seemed thin, difficult to breathe.

She reached for the phone. Her fingers fumbled with the buttons, not quite knowing whom to call, or what to say.

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