The gala was supposed to be a triumph. Mark, a young writer, had won a prestigious award. Elias Blackwood, his idol, was supposed to present the award. The thought of it made Mark feel ecstatic. He had written a fan letter to Blackwood a few years prior. Now, as Blackwood stepped on the stage, Mark felt a weight on his chest.

As Blackwood gave the speech, Mark's fingers tightened around his wine glass. Something was... off. He listened, his heart hammering against his ribs. The cadence, the phrasing... it was familiar. It was his. The words were the same ones he sent in the fan letter, and he remembered the specific phrasing. The award ceremony seemed to slow, the air turning heavy.

The smile on Mark's face faltered, cracking under the weight of the sudden revelation. He stood frozen, the applause fading around him. He felt as though someone had punched the wind out of his chest.

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