The apartment, usually filled with the sounds of laughter and music, was deathly quiet. Sarah stared at the packing boxes scattered around the living room, their blank faces a stark reminder of what was about to happen. Her stomach churned. The scent of cardboard and packing tape was suddenly nauseating.

She looked at Chloe, who was humming cheerfully, organizing items into boxes. She felt a profound sense of disconnect, like she was watching a movie of her own life. She wanted to scream, to beg her to stay, but the words wouldn't form. Instead, she wandered aimlessly through the apartment, her hand trailing across the empty shelves and bare walls, the ghosts of memories lingering.

She sat on the floor, surrounded by the remnants of their life together, and closed her eyes.

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