The bustling marketplace faded into a blur around Daniel. He had met her, the woman with the cane, at a medical conference. They had been drawn to each other, a shared understanding forming. Now, the diagnosis confirmed it, mirroring their years of hidden struggles.

He had expected relief. But seeing her face, the quiet devastation in her eyes, triggered a different sensation. He felt as though the blood had drained from his face. He’d seen the x-rays, the bone lesions, the way her limp mirrored his own.

“It can’t be…” He could feel the words struggling to escape, a strangled gasp escaping his lips. He needed air, the air suddenly felt thin and poisonous.

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254