"Another day, another mountain of bills," Michael grumbled as he sorted through the mail. He tossed the advertisements aside with a sigh, barely glancing at the envelopes. Then, his fingers brushed against something… different. A card.

His pace faltered. He held it up to the light, turning it over. No return address. The front, decorated with a generic picture of balloons, screamed 'generic'. He hesitated, then opened it.

The message was brief: "Have a great day." He stood there, frozen. His heart felt as though it had shifted in his chest. He was usually so meticulous, so in control. This was out of sync.

He looked around the empty apartment. The quiet amplified the strangeness. He felt a need to… to *do* something. He paced from the living room to the kitchen, then back again. This card… it was unsettling.

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