The sterile smell of the clinic seemed to intensify, making Elena feel nauseous. She looked at the woman sitting beside her, a woman whose face was just as pale and drawn as her own. The doctor had delivered the news – the same rare genetic anomaly, the same prognosis. Elena felt her hands begin to tremble.

She wanted to run, to scream, to deny everything. The woman shifted, and Elena noticed the slight curve in her spine, a mirroring of her own. It was too much to take in.

"I…I don't even know what to say," the woman finally whispered, her voice barely audible. Elena found herself nodding, mirroring the other’s helplessness. Her own voice had deserted her.

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