The park was teeming with life, a symphony of sounds and movement. Dogs barked, children laughed, and leaves rustled in the gentle breeze. Sarah stood still, the wallet heavy in her hand. She stared at the contents: bills, a driver's license, a single, faded photograph. She couldn't feel the warmth of the sun on her skin. The world seemed to have tilted on its axis. Her mind raced, a whirlwind of possibilities and anxieties. She ran her thumb across the texture of the leather, seeking some sort of anchor in the chaotic present.

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