A faded photograph, a crumpled letter. Sarah found them in a box tucked away in the attic. The letter was from *him*. She ran her fingers over the faded ink, the familiar handwriting. She sank to the dusty floor, the scent of forgotten things filling her lungs.

She was surrounded by boxes of the past, but it felt as if the present had ceased to exist. Her gaze was fixed on the words, each one a sharp jab to her soul. She felt a peculiar numbness spread through her limbs. She remained there, silent, lost in a world she thought she had left behind.

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