The old bookstore was her refuge, a haven of hushed voices and the comforting scent of aging paper. Clara often spent her evenings there, lost in the pages of forgotten stories. Now, she was completely lost. She'd found the wallet beneath a towering stack of novels. She counted the money again. The silence of the bookstore pressed in on her, heavy and suffocating. She felt disembodied, as if her thoughts were drifting away like scattered leaves in the wind. She wanted to scream, but the words wouldn't come.

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