The information slammed into Olivia, a sudden, unexpected blow. Her jaw dropped open, and the breath hitched in her throat. Her brother, Samuel, sat beside her, his face a mask of similar astonishment. She felt a profound disconnect, as though her mind had momentarily detached from her body.

The lawyer’s voice continued to drone on, but the words were mere noise, lacking meaning. Olivia's gaze drifted toward the window, where rain was beginning to streak down the glass. The outside world appeared distorted, viewed through a veil of disbelief.

The lawyer paused, waiting for a response. Samuel finally cleared his throat, but Olivia could only manage a silent shake of her head. She was trapped in a moment, utterly incapable of processing the situation before 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