The email arrived, a digital siren song. It was the confirmation, the acceptance letter for her short story. The joy, however, quickly morphed into a different feeling when she went to read it on the website. Her heart thumped in her chest, a staccato rhythm against her ribs.

She saw the familiar words, her carefully crafted sentences, laid out on the digital page. But the name above the title was not hers. It was, instead, a name she recognized from the literary circuit, a name that carried weight and prestige. She’d spent years wanting to be published, and now… this.

She leaned back in her chair, a strange pressure building behind her eyes. A wide smile stretched across her face. Her hands instinctively flew up to cover her mouth. She could almost feel the weight of this victory. A victory that wasn't hers.

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