The vibrant, chaotic energy of the departure lounge felt muted. Her voice, usually so full of laughter, stuck in her throat. The graduation ceremony. Years of hard work, her daughter. The flight was delayed, and the announcement played on loop.

She pressed her palms against her temples, as if trying to physically contain the chaos inside. The world was spinning, her vision narrowing. The weight of disappointment threatened to crush her. A sense of disorientation, and a slow, agonizing slide toward despair.

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