He had seen her profile, the familiar name, and the picture that was so different, but somehow… her. He found her, finally. Mark walked into the library, his steps echoing slightly in the silence. He saw her at a table by the window, engrossed in a book.

“Anna?” he asked, his voice unexpectedly rough.

She looked up, pushing a strand of hair behind her ear. He could almost see the ghosts of their childhood in her eyes. It took her only seconds to recognize him. "Oh, hello."

He smiled, anticipating the warmth, the shared laughter. “It’s Mark. Mark Evans. Remember… the roller rink? And… the time we…”

She blinked, and he saw a flicker of… puzzlement in her eyes. Her brow furrowed. "I don't. Sorry."

Mark felt a strange hollowness settle in his chest. A sudden chill, despite the warm sunlight streaming through the window. He felt a need to explain, but the words caught in his throat. He saw her start to return to her book. Slowly, almost mechanically, he turned and walked toward the exit, his footsteps unusually loud in the quiet of the library.

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