The chipped porcelain cat figurine, a fixture of his childhood, was being put on the market. His grandmother had always kept it on her mantelpiece, a source of endless comfort. A wave of nausea rolled over him.

He felt a sudden, inexplicable urge to flee. He clenched his fists, struggling to keep his expression neutral. He found it difficult to focus.

The implications, the permanence of the act, crashed into him. This was a piece of her, of his past. The world tilted slightly. He ran a hand through his hair, disoriented.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219