He had always admired the lyrical prose of Eleanor Vance. Her stories had been his escape, her words a balm for his loneliness. Now, the official documents lay before him, a stark contrast between his short story and her latest published novel. Each carefully chosen word, each turn of phrase, echoed his work. His mouth moved, but no sound came out.

He felt the blood drain from his face, leaving him pale and clammy. His chest felt constricted, as if a weight had settled upon it. This wasn't just plagiarism; it was a violation of the trust he had placed in her work. He clutched his chest.

He rose from his chair, a sudden need to move, to escape the suffocating weight of the truth. He wandered aimlessly, the words swimming before his eyes. The world seemed to spin.

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