He was halfway through his crossword, a sense of comfortable routine washing over him, when the letter arrived. Thomas had lived in his apartment for thirty years; it was a sanctuary. Now, the paper slipped from his fingers. A cold, heavy weight settled in his chest.

He rose from his chair, moving with a slowness that felt unnatural, as if his limbs were filled with lead. He walked to the window, his gaze unfocused, seeing nothing but the flashing neon sign across the street.

"Well, now," he whispered, his voice thin and reedy. The realization of what this meant slowly dawned on him. He felt as if someone had just yanked the rug out from under his feet.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219