"Oh, *no*," Emily whispered, her voice barely audible above the chirping of the unseen birds. The monstrous pine had completely flattened Mrs. Gable's prized rose bushes. Emily had spent hours chatting with Mrs. Gable about the roses, admiring their delicate blooms. Now, the scene was one of utter destruction. She fumbled for her phone, dropping it twice before managing to get it into her hand. Her fingers refused to cooperate with the touch screen. Her gaze locked on the splintered wood, she felt as if a heavy weight had settled in her chest.

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