awestruck - Story 12399 | Emotion Vectors in Gemma4-31B

It was a small bookstore, crammed with overflowing shelves. She had been hunting for a rare edition of *The Picture of Dorian Gray* when her fingers brushed against something hidden. The letter, penned on delicate paper, felt like a secret whispered in her ear.

She closed her eyes for a moment, letting the feeling wash over her. The words, written in a flowing script, described a life of beauty and indulgence. Her lips parted slightly in awe.

She wanted to know everything. She wanted to know the author, the context, the meaning behind every word. She felt lifted, transformed, as if she had been granted a glimpse into a hidden world.

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:

`L`	0.271
`suddenly`	0.260
`stranger`	0.252
`plötzlich`	0.246
`wonder`	0.242

Suppressed:

`la`	-0.450
`싶`	-0.350
`K`	-0.319
`rest`	-0.248
`싶은`	-0.238