Zara gasped, her hand flying to her mouth. She’d found the small, metal box while clearing out her grandmother’s attic. It was nestled amongst dusty old trunks. The label read: "Hope - 1988." Confusion swirled within her. Her grandmother had passed away years ago, leaving a void. Zara found a sudden compulsion to see what was inside.

She slowly opened the lid, revealing a collection of colorful drawings and letters. One of the letters was addressed to her. Her heart raced as she unfolded the page. The handwriting was familiar, but also unfamiliar, belonging to a past version of herself. Tears welled up in her eyes as she read the words, written in a language she’d almost forgotten.

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