He’d always felt a kinship with Jasper Thorne, the reclusive author whose words had saved Leo in his darkest hours. Now, staring at the side-by-side comparison online, Leo felt a slow burn in his chest, a deep ache. He’d meticulously crafted his short story, pouring his heart into it, and Jasper Thorne... had simply taken it.

He slammed his laptop shut, the metallic clang echoing in the sudden silence. His breath hitched. He wanted to scream, to shatter something. Instead, he just stood there, rooted to the spot, the accusations on the screen flashing in his mind. He sank into his chair, suddenly exhausted, the words that meant so much to him now felt tarnished.

Emotion: mortified

Cluster: Embarrassment
PC1 (Valence): -1.36 Negative
PC2 (Disposition): 0.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
尴尬0.257
C0.252
worse0.245
0.242
Suppressed:
own-0.340
了他-0.218
他对-0.203
-0.194
楽し-0.193