The room seemed to shrink as John happily relived the "perfect" camping trip. He regaled her with tales of camaraderie, of starry nights, and the delicious food they'd made. He had this look of blissful contentment on his face. He remembered the laughter, the shared jokes, the feeling of connection.

Her own recollection was a stark contrast. She remembered the relentless rain, the soggy tents, the mosquito bites. She recalled the arguments, the boredom, and the miserable cold.

She felt a wave of dizziness wash over her. She gripped her hands tightly in her lap, her knuckles turning white.

"But… it rained the whole time," she managed, her voice barely a breath.

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