"No, this can't be right," I mumbled, my voice barely a whisper. I had devoured every one of Alistair Finch's novels, the stories woven into the fabric of my life. My own writing, the stories I’d poured my heart and soul into, was featured as a side-by-side comparison with passages from his latest novel. This information displayed on a website felt like a bad dream.

I felt suddenly cold. I paced my apartment, feeling the worn carpet beneath my feet. His language, his cadence, the unique metaphors I crafted, were reproduced, phrase for phrase, in Finch’s prose. The man, a legend, was apparently a thief. I sat down heavily, my legs suddenly weak.

My mind raced, jumping between disbelief and rage. How could he? Why would he? And then the crushing realization that my dream of becoming a published author had been, in some way, dashed. I felt a hollow ache.

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