"So, they're selling?" Maria said, staring at the message on her phone. She felt her chest tighten. She was just starting to feel settled here. The thought of change made her uncomfortable.

She reread the announcement, looking for more clues, for a hint of clarity. But the words were carefully chosen, designed to be reassuring, to avoid alarming anyone. She felt a growing sense of frustration.

She sat in the break room, stirring her coffee, its warmth doing nothing to ease the chill that had settled over her. The faces of her colleagues, usually so familiar, looked distorted, uncertain. It was as if she was seeing the world through a cracked lens.

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