The classroom buzzed around Sarah, but she was completely disconnected, adrift in a sea of confusion. The professor's words, the accusations, seemed to be coming from a great distance. She felt a profound sense of bewilderment, a sense of falling.

Her eyes darted around the room, seeking some familiar anchor, but finding none. The faces of her classmates blurred, their murmurs unintelligible. She gripped the edge of her desk so hard that her knuckles turned white.

"But… the essay… I…," she trailed off, unable to form a coherent sentence. A wave of dizziness washed over her. She felt exposed, vulnerable.

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