She found the box buried deep under her grandfather's old workbench. Inside, nestled amongst yellowed letters and dried-up pens, were photographs she'd never seen before. Her grandfather, Arthur, a man who'd always presented a stern, stoic facade, was captured in these images in a way she'd never witnessed. There he was, young and vibrant, laughing with a group of friends, all dressed in flamboyant costumes, at what appeared to be a masquerade ball.

Her breath hitched in her throat. The pictures spoke of a life lived with a passion she'd never associated with the man she knew. Her hand flew to her mouth. She could almost hear the music, the rustle of silks, the clinking of glasses. The secrets the photos whispered vibrated in the quiet of the room, as potent as an earthquake's tremors.

Emotion: awestruck

Cluster: Surprise / Confusion
PC1 (Valence): -0.17 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion awestruck. 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 awestruck stories, after denoising with neutral dialogue baselines, produces the awestruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the awestruck vector is projected through the unembedding matrix.

Promoted:
L0.271
suddenly0.260
stranger0.252
plötzlich0.246
wonder0.242
Suppressed:
la-0.450
-0.350
K-0.319
rest-0.248
싶은-0.238