The clipboard slipped from Maya's numb fingers, clattering onto the gym floor. Her teammates’ cheers, celebrating their selections for the Olympic squad, seemed to echo strangely, a distorted cacophony that bounced off the polished wood. She stared at the list, her eyes scanning the names again and again, searching for a mistake, a misplaced apostrophe, anything. A coldness spread from her stomach, chilling her limbs, turning her muscles to lead. She felt detached, a spectator observing a play she was supposed to be the lead in.

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