"The house…" The words tumbled from Maya’s lips, a barely audible exhale. Her brother, Daniel, was rummaging through his bag, seemingly oblivious to the gravity of the situation. He was searching for a pen, of all things. Maya, however, felt a deep hollowness, a cavern within her chest.

The lawyer, a woman with a severe bun, continued to drone on about the probate process. Maya barely registered the details. She was lost, adrift in a sea of shock. The vibrant blue of the lawyer’s suit seemed painfully bright. She felt as though she was watching a movie of her own life, unable to influence the plot.

Daniel finally found the pen. He looked up, his brow furrowed. "Are you alright?" he asked, his voice laced with concern. Maya blinked slowly, unable to answer. She just shook her head, the movement slow and deliberate.

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